{"id":"W4366351000","doi":"10.2196/41148","title":"The Effects of Expressing Empathy/Autonomy Support Using a COVID-19 Vaccination Chatbot: Experimental Study in a Sample of Belgian Adults","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vlaamse regering","keywords":"Conversation; Chatbot; Empathy; Autonomy; Psychology; Context (archaeology); Social psychology; Developmental psychology; Computer science; World Wide Web; Communication; Political science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00511667,0.0007395504,0.0007276596,0.0005408411,0.00176836,0.001539445,0.0005207096,0.0008726419,0.002914339],"category_scores_gemma":[0.01317287,0.0006319059,0.0004413009,0.0002866742,0.001334327,0.0006510709,0.001044252,0.000934252,0.0004354128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011801,"about_ca_system_score_gemma":0.001126504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009622913,"about_ca_topic_score_gemma":0.01549724,"domain_scores_codex":[0.9965929,0.001924761,0.0002043725,0.0004936003,0.0003885704,0.0003957826],"domain_scores_gemma":[0.9905072,0.005709985,0.001374951,0.0005110998,0.0008993912,0.0009974074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02007075,0.08911633,0.3470376,0.001163226,0.000391823,0.001710035,0.4456133,0.000741529,0.03150143,0.0005462876,0.001192027,0.0609158],"study_design_scores_gemma":[0.001949981,0.04901657,0.8499812,0.0001070724,0.0003173164,0.0005673465,0.0889503,0.001741527,0.003655343,0.0002629556,0.003333367,0.0001167858],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996904,0.00001396083,0.00004574939,0.000007206506,0.00000199345,0.00008357768,0.00001271594,9.866743e-7,0.0001433098],"genre_scores_gemma":[0.9977794,0.00003960837,0.0007071924,0.00006583989,0.00001208826,0.0005194854,0.00005416312,0.000003805961,0.0008183877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009622913,"threshold_uncertainty_score":0.02705985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08853080583361017,"score_gpt":0.4764786864061771,"score_spread":0.3879478805725669,"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."}}