{"id":"W4313574305","doi":"10.3390/vaccines11010017","title":"Continuing Medical Education Improves Physician Communication Skills and Increases Likelihood of Pediatric Vaccination: Findings from the Pediatric Influenza Vaccination Optimization Trial (PIVOT)—II","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; University of Toronto; Université Laval; Fraser Health; GDI Integrated Facility Services (Canada); Western University","funders":"","keywords":"Medicine; Vaccination; Confidence interval; Immunization; Continuing medical education; Odds ratio; Influenza vaccine; Family medicine; Intervention (counseling); Pediatrics; Immunology; Continuing education; Internal medicine; Nursing; Immune system","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":[0.001125725,0.0002542338,0.000455401,0.0004131527,0.0008456947,0.00005503782,0.0003951603,0.0001129162,0.0004467215],"category_scores_gemma":[0.003622526,0.0002000391,0.0001138179,0.00110092,0.00002337861,0.0003930518,0.0007177634,0.0004743159,0.000003097917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426422,"about_ca_system_score_gemma":0.0004968766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004941326,"about_ca_topic_score_gemma":0.00004049332,"domain_scores_codex":[0.9971324,0.0004101776,0.0007742068,0.0003800178,0.00100802,0.0002951701],"domain_scores_gemma":[0.9971532,0.001017666,0.0005026596,0.0005239357,0.0006690878,0.0001334302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01480922,0.009059903,0.7879763,0.0006563815,0.0004999652,0.000006700758,0.0112888,0.00090734,0.0005332433,0.0008842916,0.02520158,0.1481763],"study_design_scores_gemma":[0.04543672,0.001625244,0.9406048,0.00009215267,0.001152122,0.00001716919,0.002328213,0.004690084,0.0003949372,0.0007844,0.002356476,0.0005177001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866285,0.00934432,0.00006470047,0.001871922,0.0002515395,0.001544684,0.00004376868,0.00007870106,0.0001718482],"genre_scores_gemma":[0.9914175,0.00448846,0.0007231618,0.001186767,0.001364631,0.0004726528,0.0002287012,0.00003955295,0.00007862452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526285,"threshold_uncertainty_score":0.8157358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627891665557786,"score_gpt":0.3236625690290381,"score_spread":0.3073836523734603,"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."}}