{"id":"W3097612214","doi":"10.1192/bjo.2020.115","title":"The influence of primary care physicians’ mental health knowledge, attitudes and self-efficacy on referrals to specialised services: findings from a longitudinal pilot trial","year":2020,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Institut pour la Recherche en Santé Publique; Université de Montréal; Mitacs; World Health Organization","keywords":"Mental health; Referral; Medicine; Scale (ratio); Primary care; Family medicine; Mental health care; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0141269,0.0006656135,0.001382694,0.0003916292,0.00110189,0.00117509,0.0007358452,0.001341377,0.003140297],"category_scores_gemma":[0.02066295,0.0005806969,0.001926686,0.0006735329,0.0008627188,0.001246332,0.001043698,0.001988076,0.000437935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019474,"about_ca_system_score_gemma":0.002811289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004898342,"about_ca_topic_score_gemma":0.005921128,"domain_scores_codex":[0.9930241,0.00465433,0.0005016669,0.0006874604,0.0004984153,0.0006340554],"domain_scores_gemma":[0.9783565,0.009808283,0.004613312,0.001917035,0.0017466,0.003558214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3377844,0.09053373,0.498349,0.001993453,0.00593837,0.0003127781,0.006621806,0.0005785228,0.001292586,0.0001783989,0.002458339,0.05395859],"study_design_scores_gemma":[0.03839091,0.3246692,0.6274709,0.0004289651,0.003567722,0.0001092734,0.001686431,0.0009266366,0.0007606061,0.0001803539,0.001748595,0.00006029701],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973971,0.0004271185,0.0001310905,0.0001741858,0.00005100952,0.001133677,0.0002724352,0.000008977941,0.0004043466],"genre_scores_gemma":[0.9959298,0.00023857,0.0005384167,0.0001476973,0.00007237704,0.002437315,0.0002757744,0.00000339912,0.0003566517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141269,"threshold_uncertainty_score":0.07471108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108288023597633,"score_gpt":0.4269806839918847,"score_spread":0.3161518816321214,"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."}}