{"id":"W4206722042","doi":"10.3390/vaccines10020143","title":"Training Physicians in Motivational Communication to Address Influenza Vaccine Hesitation: A Proof-of-Concept Study","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia; McGill University Health Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Concordia University; Hôpital du Sacré-Cœur de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"","keywords":"Motivational interviewing; Medicine; Family medicine; Influenza vaccine; Empathy; Vaccination; Internal medicine; Physical therapy; Psychiatry; Randomized controlled trial; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006785359,0.0001036348,0.0002315643,0.0002350835,0.0005646648,0.00002927408,0.0004441194,0.0000249353,0.000445689],"category_scores_gemma":[0.0002609421,0.0001170568,0.00004514827,0.001204539,0.000004065891,0.0003048296,0.0001357111,0.0001547072,0.000002716805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179312,"about_ca_system_score_gemma":0.000156323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009377706,"about_ca_topic_score_gemma":0.004597512,"domain_scores_codex":[0.9983696,0.0004251656,0.0003850115,0.0002165869,0.0003859815,0.0002176521],"domain_scores_gemma":[0.9991232,0.000249647,0.0001632345,0.0002609778,0.0001597182,0.00004318437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000205734,0.001215481,0.3914896,0.00001514529,0.00004816708,0.000007326829,0.5473634,0.01364879,0.000126339,0.00530774,0.00346751,0.03710473],"study_design_scores_gemma":[0.002015976,0.0004692976,0.7896922,0.00005470974,0.0000253954,8.022024e-7,0.1904326,0.0001073019,0.000263238,0.002308145,0.0143349,0.000295435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934679,0.0002972737,0.00007661123,0.003220272,0.0001086334,0.000976124,0.00001173891,0.00004134448,0.001800056],"genre_scores_gemma":[0.9984623,0.000002470192,0.0002200663,0.0005956017,0.0001381757,0.0002768814,0.00001436638,0.00001301359,0.0002771432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3982026,"threshold_uncertainty_score":0.4879982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06582970757368359,"score_gpt":0.3508477386020439,"score_spread":0.2850180310283603,"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."}}