{"id":"W4365794015","doi":"10.2196/43113","title":"The Development of a Chatbot Technology to Disseminate Post–COVID-19 Information: Descriptive Implementation Study","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hôpitaux Universitaires de Genève; Centre Hospitalier Universitaire Vaudois; Université de Sherbrooke; United Nations","keywords":"Chatbot; Misinformation; Medicine; Software deployment; World Wide Web; Telemedicine; Dissemination; Internet privacy; Computer science; Knowledge management; Health care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03620541,0.000914655,0.0008552179,0.002199149,0.003173871,0.003694652,0.002143567,0.0017716,0.006153252],"category_scores_gemma":[0.06995512,0.00125935,0.001001804,0.001282479,0.00229451,0.003372747,0.004862597,0.002857852,0.001762761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005834155,"about_ca_system_score_gemma":0.01342352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122191,"about_ca_topic_score_gemma":0.01420437,"domain_scores_codex":[0.9769445,0.01538852,0.001273042,0.00129901,0.002374276,0.002720673],"domain_scores_gemma":[0.9356132,0.03835241,0.004040651,0.004396973,0.01189685,0.00569986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002625167,0.0643164,0.1829593,0.005084309,0.0002507232,0.003409266,0.3318306,0.001186028,0.004389974,0.003036828,0.008581273,0.3923301],"study_design_scores_gemma":[0.003425116,0.06005174,0.4240865,0.004746536,0.0008428884,0.001704763,0.4227977,0.006832,0.00650772,0.001934193,0.06652118,0.0005497905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777722,0.0001841443,0.003847505,0.0004798944,0.00004911776,0.01142491,0.0004618023,0.0001557937,0.005624702],"genre_scores_gemma":[0.9417475,0.000616768,0.02274525,0.001321448,0.00006951616,0.02670481,0.0007276548,0.0001658733,0.0059012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03620541,"threshold_uncertainty_score":0.1914748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1646215045524679,"score_gpt":0.5947047660319511,"score_spread":0.4300832614794832,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}