{"id":"W7100556384","doi":"","title":"Original Research Suicidality, Depression, and Mental Health Service Use in Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Psychological intervention; Mental health service; Suicide prevention; Suicidal ideation; Population; Occupational safety and health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086345,0.0002481042,0.0003920401,0.002648524,0.002839979,0.001406397,0.00102266,0.0004205055,0.005665412],"category_scores_gemma":[0.004992878,0.0002987723,0.0006518538,0.006207837,0.0006976846,0.0003921229,0.0009910242,0.0007844836,0.0003381799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04072765,"about_ca_system_score_gemma":0.07193346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966101,"about_ca_topic_score_gemma":0.9976242,"domain_scores_codex":[0.9989232,0.0001041257,0.00009458948,0.00007643861,0.0004650807,0.0003365047],"domain_scores_gemma":[0.994431,0.0002646189,0.0006627291,0.00009162243,0.003151627,0.001398362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007207118,0.00003991312,0.9790938,0.000118862,0.00006757328,0.00008558901,0.0005919225,0.00009142428,0.00005126467,0.0002694867,0.005947934,0.01357011],"study_design_scores_gemma":[0.0000147523,0.00001654901,0.9957402,0.000131862,0.00002246128,0.00007971923,0.001082913,0.0002149509,0.00002800753,0.00004836811,0.002610053,0.00001030378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505575,0.005871884,0.0001552456,0.004308179,0.0001070356,0.0001615106,0.02312263,0.00003616693,0.01567973],"genre_scores_gemma":[0.9891744,0.002813827,0.000306318,0.0003370485,0.00001772599,0.00003987769,0.004200463,0.00000859368,0.003101821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04072765,"threshold_uncertainty_score":0.2955011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201436136267888,"score_gpt":0.4620053900649139,"score_spread":0.341861776438125,"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."}}