{"id":"W2066962607","doi":"10.1002/chp.1340230507","title":"Short-term educational intervention improves family physicians' knowledge of depression","year":2003,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Medtronic (Canada); Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Depression (economics); Intervention (counseling); Test (biology); Medicine; Family medicine; Educational program; Primary care; Psychiatry; Psychology","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":[0.0002494843,0.0002883518,0.0003135653,0.0003001639,0.0002354192,0.0001586022,0.0003018565,0.0005443676,0.006860414],"category_scores_gemma":[0.002118997,0.0001168485,0.0001506631,0.0001242584,0.0001247844,0.0001646614,0.0003156565,0.0005170215,0.0003198354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276269,"about_ca_system_score_gemma":0.0005298324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902798,"about_ca_topic_score_gemma":0.002824542,"domain_scores_codex":[0.9998728,0.00003457326,0.000007853791,0.00001748265,0.00002924883,0.00003800775],"domain_scores_gemma":[0.9990938,0.0002837921,0.000174942,0.00002047099,0.0000409222,0.0003860828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01328198,0.2131631,0.05033714,0.001324013,0.0002441893,0.0006153511,0.001212428,0.0009458204,0.02402574,0.0001065122,0.007573541,0.6871702],"study_design_scores_gemma":[0.01091598,0.1407155,0.8310463,0.0004711839,0.0003343349,0.0006904101,0.0005169365,0.002882913,0.006710678,0.000174363,0.005508568,0.0000327809],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982152,0.0002602528,0.0002151512,0.0003036313,0.00003451772,0.0001033036,0.00002765954,0.0000746006,0.0007656942],"genre_scores_gemma":[0.9972229,0.0002808468,0.001248563,0.000151897,0.00007388923,0.0001338616,0.00007470512,0.000002102996,0.0008112692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006860414,"threshold_uncertainty_score":0.02295035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129457041643698,"score_gpt":0.4677100349137453,"score_spread":0.4264154644973083,"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."}}