{"id":"W4410444739","doi":"10.1186/s12875-025-02872-4","title":"Impact of a continuing medical education program on primary care providers - an analysis of a child psychiatry education program in Saskatchewan","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon City Hospital; University of Saskatchewan; Royal University Hospital","funders":"Ministry of Health, Saskatchewan","keywords":"Primary care; Continuing medical education; Medical education; Continuing education; Medicine; Nursing; Psychology; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561795,0.0002480227,0.0005317271,0.0007475503,0.00006301653,0.00002785439,0.0002903553,0.0002330376,0.00009212096],"category_scores_gemma":[0.00002603073,0.0002232345,0.0004309377,0.001363122,0.00009485206,0.0001042977,0.00004334401,0.000276739,0.000002073109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000588875,"about_ca_system_score_gemma":0.005427177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008239402,"about_ca_topic_score_gemma":0.003009555,"domain_scores_codex":[0.9979416,0.000177527,0.0006522074,0.0005260652,0.0004171803,0.000285379],"domain_scores_gemma":[0.9988941,0.00002871418,0.0002621511,0.000398482,0.00027267,0.0001438813],"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":[0.0002749807,0.005606972,0.4515713,0.0008768712,0.0002497786,3.031845e-7,0.007790549,0.00001108401,0.000005339493,0.0003762717,0.0006629492,0.5325736],"study_design_scores_gemma":[0.0009220565,0.0004105871,0.9744108,0.001903742,0.0002564667,0.00000108718,0.02080512,0.000006938782,0.000004063346,0.00007317506,0.001007571,0.0001983272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696845,0.002754922,0.00001291432,0.0004013519,0.001114698,0.002413399,0.0000505462,0.00008133137,0.02348635],"genre_scores_gemma":[0.9935992,0.0000272263,0.001405914,0.0008467751,0.0001714636,0.0005675745,0.003177604,0.00001823294,0.0001860605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5323753,"threshold_uncertainty_score":0.9627578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006559533518686483,"score_gpt":0.323609598892673,"score_spread":0.3170500653739865,"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."}}