{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005964754,0.0008399748,0.0006962167,0.0003705337,0.0003985629,0.0006482126,0.001145229,0.001349077,0.002915553],"category_scores_gemma":[0.003762503,0.0002576976,0.0009598296,0.0001333971,0.0007028606,0.0006943858,0.0007204568,0.001209318,0.0003549774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923644,"about_ca_system_score_gemma":0.00203478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003951256,"about_ca_topic_score_gemma":0.0005693194,"domain_scores_codex":[0.9982729,0.0009617124,0.00005870009,0.0001437909,0.0003087856,0.0002541634],"domain_scores_gemma":[0.9977187,0.0009116789,0.0003551636,0.00009028639,0.0003388187,0.0005854295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02991276,0.4929334,0.006902168,0.009435846,0.00115857,0.0005027047,0.002530128,0.001455193,0.08753695,0.0006006887,0.003383532,0.3636481],"study_design_scores_gemma":[0.03697555,0.8985556,0.01954698,0.0009432397,0.001131607,0.0004807647,0.001258807,0.002249006,0.02749067,0.0002531459,0.01104658,0.00006800192],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840981,0.001629254,0.003530742,0.0005231305,0.0001889199,0.008650331,0.0001585299,0.00006102681,0.001160053],"genre_scores_gemma":[0.9435657,0.003236573,0.03746938,0.001109504,0.0002937344,0.0126454,0.0002498351,0.000018782,0.001411107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005964754,"threshold_uncertainty_score":0.03154504,"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."}}