abhishek HF staff commited on
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Commit From AutoNLP

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.gitattributes CHANGED
@@ -25,3 +25,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zstandard filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zstandard filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.gz filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags: autonlp
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+ language: unk
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+ widget:
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+ - text: "I love AutoNLP 🤗"
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+ datasets:
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+ - Jeska/autonlp-data-vaccinfaq
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+ co2_eq_emissions: 27.135492487925884
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+ ---
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+
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+ # Model Trained Using AutoNLP
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+
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+ - Problem type: Multi-class Classification
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+ - Model ID: 22144706
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+ - CO2 Emissions (in grams): 27.135492487925884
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+
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+ ## Validation Metrics
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+
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+ - Loss: 1.81697416305542
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+ - Accuracy: 0.6377269139700079
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+ - Macro F1: 0.5181293370145044
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+ - Micro F1: 0.6377269139700079
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+ - Weighted F1: 0.631117826235572
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+ - Macro Precision: 0.5371452512845428
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+ - Micro Precision: 0.6377269139700079
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+ - Weighted Precision: 0.6655055695465463
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+ - Macro Recall: 0.5609328178925124
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+ - Micro Recall: 0.6377269139700079
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+ - Weighted Recall: 0.6377269139700079
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+
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+
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+ ## Usage
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+
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+ You can use cURL to access this model:
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+
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+ ```
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+ $ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/models/Jeska/autonlp-vaccinfaq-22144706
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+ ```
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+
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+ Or Python API:
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+
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+ ```
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+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
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+
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+ model = AutoModelForSequenceClassification.from_pretrained("Jeska/autonlp-vaccinfaq-22144706", use_auth_token=True)
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+
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+ tokenizer = AutoTokenizer.from_pretrained("Jeska/autonlp-vaccinfaq-22144706", use_auth_token=True)
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+
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+ inputs = tokenizer("I love AutoNLP", return_tensors="pt")
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+
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+ outputs = model(**inputs)
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+ ```
config.json ADDED
@@ -0,0 +1,394 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "_name_or_path": "AutoNLP",
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+ "_num_labels": 181,
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "chitchat_ask_bye",
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+ "1": "chitchat_ask_hi",
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+ "2": "chitchat_ask_hi_de",
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+ "3": "chitchat_ask_hi_en",
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+ "4": "chitchat_ask_hi_fr",
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+ "5": "chitchat_ask_hoe_gaat_het",
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+ "6": "chitchat_ask_name",
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+ "7": "chitchat_ask_thanks",
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+ "8": "faq_ask_aantal_gevaccineerd",
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+ "9": "faq_ask_aantal_gevaccineerd_wereldwijd",
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+ "10": "faq_ask_afspraak_afzeggen",
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+ "11": "faq_ask_afspraak_gemist",
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+ "12": "faq_ask_algemeen_info",
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+ "13": "faq_ask_allergisch_na_vaccinatie",
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+ "14": "faq_ask_alternatieve_medicatie",
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+ "15": "faq_ask_andere_vaccins",
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+ "16": "faq_ask_astrazeneca",
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+ "17": "faq_ask_astrazeneca_bij_ouderen",
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+ "18": "faq_ask_astrazeneca_bloedklonters",
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+ "19": "faq_ask_astrazeneca_prik_2",
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+ "20": "faq_ask_attest",
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+ "21": "faq_ask_autisme_na_vaccinatie",
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+ "22": "faq_ask_auto-immuun",
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+ "23": "faq_ask_begeleiding",
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+ "24": "faq_ask_beschermen",
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+ "25": "faq_ask_beschermingsduur",
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+ "26": "faq_ask_beschermingspercentage",
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+ "27": "faq_ask_besmetten_na_vaccin",
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+ "28": "faq_ask_betalen_voor_vaccin",
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+ "29": "faq_ask_betrouwbaar",
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+ "30": "faq_ask_betrouwbare_bronnen",
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+ "31": "faq_ask_bijsluiter",
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+ "32": "faq_ask_bijwerking_AZ",
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+ "33": "faq_ask_bijwerking_JJ",
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+ "34": "faq_ask_bijwerking_algemeen",
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+ "35": "faq_ask_bijwerking_lange_termijn",
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+ "36": "faq_ask_bijwerking_moderna",
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+ "37": "faq_ask_bijwerking_pfizer",
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+ "38": "faq_ask_bloed_geven",
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+ "39": "faq_ask_borstvoeding",
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+ "40": "faq_ask_buitenlander",
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+ "41": "faq_ask_chronisch_ziek",
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+ "42": "faq_ask_combi",
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+ "43": "faq_ask_complottheorie",
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+ "44": "faq_ask_complottheorie_5G",
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+ "45": "faq_ask_complottheorie_Bill_Gates",
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+ "46": "faq_ask_contra_ind",
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+ "47": "faq_ask_corona_is_griep",
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+ "48": "faq_ask_corona_vermijden",
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+ "49": "faq_ask_covid_door_vaccin",
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+ "50": "faq_ask_curevac",
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+ "51": "faq_ask_derde_prik",
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+ "52": "faq_ask_dna",
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+ "53": "faq_ask_duur_vaccinatie",
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+ "54": "faq_ask_eerst_weigeren",
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+ "55": "faq_ask_eerste_prik_buitenland",
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+ "56": "faq_ask_essentieel_beroep",
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+ "57": "faq_ask_experimenteel",
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+ "58": "faq_ask_foetus",
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+ "59": "faq_ask_geen_antwoord",
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+ "60": "faq_ask_geen_risicopatient",
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+ "61": "faq_ask_geen_uitnodiging",
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+ "62": "faq_ask_gestockeerd",
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+ "63": "faq_ask_gezondheidstoestand_gekend",
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+ "64": "faq_ask_gif_in_vaccin",
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+ "65": "faq_ask_goedkeuring",
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+ "66": "faq_ask_groepsimmuniteit",
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+ "67": "faq_ask_hartspierontsteking",
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+ "68": "faq_ask_hersenziekte",
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+ "69": "faq_ask_hoe_dodelijk",
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+ "70": "faq_ask_hoe_weet_overheid",
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+ "71": "faq_ask_hoeveel_dosissen",
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+ "72": "faq_ask_huisarts",
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+ "73": "faq_ask_huisdieren",
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+ "74": "faq_ask_iedereen",
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+ "75": "faq_ask_in_vaccin",
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+ "76": "faq_ask_info_vaccins",
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+ "77": "faq_ask_janssen",
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+ "78": "faq_ask_janssen_een_dosis",
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+ "79": "faq_ask_jong_en_gezond",
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+ "80": "faq_ask_keuze",
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+ "81": "faq_ask_keuze_vaccinatiecentrum",
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+ "82": "faq_ask_kinderen",
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+ "83": "faq_ask_kosjer_halal",
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+ "84": "faq_ask_leveringen",
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+ "85": "faq_ask_logistiek",
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+ "86": "faq_ask_logistiek_veilig",
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+ "87": "faq_ask_magnetisch",
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+ "88": "faq_ask_man_vrouw_verschillen",
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+ "89": "faq_ask_mantelzorger",
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+ "90": "faq_ask_maximaal_een_dosis",
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+ "91": "faq_ask_meer_bijwerkingen_tweede_dosis",
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+ "92": "faq_ask_minder_mobiel",
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+ "93": "faq_ask_moderna",
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+ "94": "faq_ask_mondmasker",
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+ "95": "faq_ask_motiveren",
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+ "96": "faq_ask_mrna_vs_andere_vaccins",
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+ "97": "faq_ask_naaldangst",
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+ "98": "faq_ask_nadelen",
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+ "99": "faq_ask_nuchter",
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+ "100": "faq_ask_ontwikkeling",
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+ "101": "faq_ask_onvruchtbaar",
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+ "102": "faq_ask_oplopen_vaccinatie",
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+ "103": "faq_ask_pfizer",
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+ "104": "faq_ask_phishing",
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+ "105": "faq_ask_pijnstiller",
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+ "106": "faq_ask_planning_eerstelijnszorg",
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+ "107": "faq_ask_planning_ouderen",
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+ "108": "faq_ask_positieve_test_na_vaccin",
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+ "109": "faq_ask_prioritaire_gropen",
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+ "110": "faq_ask_privacy",
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+ "111": "faq_ask_probleem_registratie",
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+ "112": "faq_ask_problemen_uitnodiging",
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+ "113": "faq_ask_quarantaine",
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+ "114": "faq_ask_qvax_probleem",
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+ "115": "faq_ask_reproductiegetal",
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+ "116": "faq_ask_risicopatient",
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+ "117": "faq_ask_risicopatient_diabetes",
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+ "118": "faq_ask_risicopatient_hartvaat",
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+ "119": "faq_ask_risicopatient_immuunziekte",
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+ "120": "faq_ask_risicopatient_kanker",
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+ "121": "faq_ask_risicopatient_luchtwegaandoening",
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+ "122": "faq_ask_smaakverlies",
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+ "123": "faq_ask_snel_ontwikkeld",
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+ "124": "faq_ask_sneller_aan_de_beurt",
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+ "125": "faq_ask_taxi",
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+ "126": "faq_ask_test_voor_vaccin",
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+ "127": "faq_ask_testen",
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+ "128": "faq_ask_tijd_tot_tweede_dosis",
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+ "129": "faq_ask_timing_andere_vaccins",
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+ "130": "faq_ask_trage_start",
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+ "131": "faq_ask_tweede_dosis_afspraak",
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+ "132": "faq_ask_tweede_dosis_vervroegen",
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+ "133": "faq_ask_twijfel_bijwerkingen",
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+ "134": "faq_ask_twijfel_effectiviteit",
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+ "135": "faq_ask_twijfel_inhoud",
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+ "136": "faq_ask_twijfel_ivm_vaccinatie",
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+ "137": "faq_ask_twijfel_noodzaak",
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+ "138": "faq_ask_twijfel_ontwikkeling",
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+ "139": "faq_ask_twijfel_praktisch",
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+ "140": "faq_ask_twijfel_vaccins_zelf",
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+ "141": "faq_ask_twijfel_vrijheid",
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+ "142": "faq_ask_uit_flacon",
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+ "143": "faq_ask_uitnodiging_afspraak_kwijt",
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+ "144": "faq_ask_uitnodiging_na_vaccinatie",
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+ "145": "faq_ask_vaccin_doorgeven",
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+ "146": "faq_ask_vaccin_immuunsysteem",
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+ "147": "faq_ask_vaccin_variant",
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+ "148": "faq_ask_vaccinatiecentrum",
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+ "149": "faq_ask_vaccine_covid_gehad",
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+ "150": "faq_ask_vaccine_covid_gehad_effect",
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+ "151": "faq_ask_vakantie",
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+ "152": "faq_ask_veelgestelde_vragen",
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+ "153": "faq_ask_vegan",
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+ "154": "faq_ask_verplicht",
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+ "155": "faq_ask_verschillen",
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+ "156": "faq_ask_vrijwillig_Janssen",
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+ "157": "faq_ask_vrijwilliger",
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+ "158": "faq_ask_waar_en_wanneer",
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+ "159": "faq_ask_waarom",
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+ "160": "faq_ask_waarom_niet_verplicht",
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+ "161": "faq_ask_waarom_ouderen_eerst",
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+ "162": "faq_ask_waarom_twee_prikken",
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+ "163": "faq_ask_waarom_twijfel",
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+ "164": "faq_ask_wanneer_algemene_bevolking",
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+ "165": "faq_ask_wanneer_iedereen_gevaccineerd",
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+ "166": "faq_ask_wat_is_corona",
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+ "167": "faq_ask_wat_is_rna",
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+ "168": "faq_ask_wat_is_vaccin",
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+ "169": "faq_ask_wat_na_vaccinatie",
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+ "170": "faq_ask_welk_vaccin_krijg_ik",
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+ "171": "faq_ask_welke_vaccin",
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+ "172": "faq_ask_wie_ben_ik",
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+ "173": "faq_ask_wie_doet_inenting",
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+ "174": "faq_ask_wie_is_risicopatient",
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+ "175": "faq_ask_wie_nu",
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+ "176": "faq_ask_wilsonbekwaam",
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+ "177": "faq_ask_zwanger",
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+ "178": "get_started",
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+ "179": "nlu_fallback",
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+ "180": "test"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "chitchat_ask_bye": 0,
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+ "chitchat_ask_hi": 1,
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+ "chitchat_ask_hi_de": 2,
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+ "chitchat_ask_hi_en": 3,
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+ "chitchat_ask_hi_fr": 4,
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+ "chitchat_ask_hoe_gaat_het": 5,
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+ "chitchat_ask_name": 6,
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+ "chitchat_ask_thanks": 7,
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+ "faq_ask_aantal_gevaccineerd": 8,
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+ "faq_ask_aantal_gevaccineerd_wereldwijd": 9,
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+ "faq_ask_afspraak_afzeggen": 10,
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+ "faq_ask_afspraak_gemist": 11,
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+ "faq_ask_algemeen_info": 12,
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+ "faq_ask_allergisch_na_vaccinatie": 13,
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+ "faq_ask_alternatieve_medicatie": 14,
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+ "faq_ask_andere_vaccins": 15,
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+ "faq_ask_astrazeneca": 16,
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+ "faq_ask_astrazeneca_bij_ouderen": 17,
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+ "faq_ask_astrazeneca_bloedklonters": 18,
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+ "faq_ask_astrazeneca_prik_2": 19,
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+ "faq_ask_attest": 20,
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+ "faq_ask_autisme_na_vaccinatie": 21,
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+ "faq_ask_auto-immuun": 22,
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+ "faq_ask_begeleiding": 23,
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+ "faq_ask_beschermen": 24,
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+ "faq_ask_beschermingsduur": 25,
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+ "faq_ask_beschermingspercentage": 26,
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+ "faq_ask_besmetten_na_vaccin": 27,
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+ "faq_ask_betalen_voor_vaccin": 28,
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+ "faq_ask_betrouwbaar": 29,
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+ "faq_ask_betrouwbare_bronnen": 30,
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+ "faq_ask_bijsluiter": 31,
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+ "faq_ask_bijwerking_AZ": 32,
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+ "faq_ask_bijwerking_JJ": 33,
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+ "faq_ask_bijwerking_algemeen": 34,
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+ "faq_ask_bijwerking_lange_termijn": 35,
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+ "faq_ask_bijwerking_moderna": 36,
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+ "faq_ask_bijwerking_pfizer": 37,
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+ "faq_ask_bloed_geven": 38,
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+ "faq_ask_borstvoeding": 39,
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+ "faq_ask_buitenlander": 40,
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+ "faq_ask_chronisch_ziek": 41,
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+ "faq_ask_combi": 42,
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+ "faq_ask_complottheorie": 43,
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+ "faq_ask_complottheorie_5G": 44,
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+ "faq_ask_complottheorie_Bill_Gates": 45,
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+ "faq_ask_contra_ind": 46,
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+ "faq_ask_corona_is_griep": 47,
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+ "faq_ask_corona_vermijden": 48,
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+ "faq_ask_covid_door_vaccin": 49,
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+ "faq_ask_curevac": 50,
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+ "faq_ask_derde_prik": 51,
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+ "faq_ask_dna": 52,
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+ "faq_ask_duur_vaccinatie": 53,
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+ "faq_ask_eerst_weigeren": 54,
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+ "faq_ask_eerste_prik_buitenland": 55,
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+ "faq_ask_essentieel_beroep": 56,
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+ "faq_ask_experimenteel": 57,
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+ "faq_ask_foetus": 58,
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+ "faq_ask_geen_antwoord": 59,
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+ "faq_ask_geen_risicopatient": 60,
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+ "faq_ask_geen_uitnodiging": 61,
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+ "faq_ask_gestockeerd": 62,
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+ "faq_ask_gezondheidstoestand_gekend": 63,
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+ "faq_ask_gif_in_vaccin": 64,
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+ "faq_ask_goedkeuring": 65,
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+ "faq_ask_groepsimmuniteit": 66,
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+ "faq_ask_hartspierontsteking": 67,
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+ "faq_ask_hersenziekte": 68,
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+ "faq_ask_hoe_dodelijk": 69,
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+ "faq_ask_hoe_weet_overheid": 70,
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+ "faq_ask_hoeveel_dosissen": 71,
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+ "faq_ask_huisarts": 72,
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+ "faq_ask_huisdieren": 73,
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+ "faq_ask_iedereen": 74,
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+ "faq_ask_in_vaccin": 75,
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+ "faq_ask_info_vaccins": 76,
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+ "faq_ask_janssen": 77,
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+ "faq_ask_janssen_een_dosis": 78,
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+ "faq_ask_jong_en_gezond": 79,
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+ "faq_ask_keuze": 80,
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+ "faq_ask_keuze_vaccinatiecentrum": 81,
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+ "faq_ask_kinderen": 82,
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+ "faq_ask_kosjer_halal": 83,
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+ "faq_ask_leveringen": 84,
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+ "faq_ask_logistiek": 85,
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+ "faq_ask_logistiek_veilig": 86,
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+ "faq_ask_magnetisch": 87,
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+ "faq_ask_man_vrouw_verschillen": 88,
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+ "faq_ask_mantelzorger": 89,
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+ "faq_ask_maximaal_een_dosis": 90,
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+ "faq_ask_meer_bijwerkingen_tweede_dosis": 91,
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+ "faq_ask_minder_mobiel": 92,
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+ "faq_ask_moderna": 93,
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+ "faq_ask_mondmasker": 94,
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+ "faq_ask_motiveren": 95,
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+ "faq_ask_mrna_vs_andere_vaccins": 96,
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+ "faq_ask_naaldangst": 97,
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+ "faq_ask_nadelen": 98,
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+ "faq_ask_nuchter": 99,
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+ "faq_ask_ontwikkeling": 100,
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+ "faq_ask_onvruchtbaar": 101,
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+ "faq_ask_oplopen_vaccinatie": 102,
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+ "faq_ask_pfizer": 103,
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+ "faq_ask_phishing": 104,
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+ "faq_ask_pijnstiller": 105,
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+ "faq_ask_planning_eerstelijnszorg": 106,
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+ "faq_ask_planning_ouderen": 107,
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+ "faq_ask_positieve_test_na_vaccin": 108,
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+ "faq_ask_prioritaire_gropen": 109,
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+ "faq_ask_privacy": 110,
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+ "faq_ask_probleem_registratie": 111,
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+ "faq_ask_problemen_uitnodiging": 112,
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+ "faq_ask_quarantaine": 113,
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+ "faq_ask_qvax_probleem": 114,
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+ "faq_ask_reproductiegetal": 115,
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