{"id":"W3191004257","doi":"10.1177/07067437211036596","title":"Patient Safety and Mental Health—A Growing Quality Gap in Canada","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Scope (computer science); Patient safety; Occupational safety and health; Suicide prevention; Quality (philosophy); Medicine; Human factors and ergonomics; Poison control; Psychology; Medical emergency; Psychiatry; Nursing; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01298321,0.0003152616,0.001251912,0.002896904,0.01248845,0.01155879,0.003111096,0.002779274,0.007959954],"category_scores_gemma":[0.04518176,0.0006733173,0.001183715,0.007743557,0.006716125,0.003903765,0.005216272,0.005908828,0.000358142],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2466349,"about_ca_system_score_gemma":0.5342724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920546,"about_ca_topic_score_gemma":0.9960952,"domain_scores_codex":[0.9813737,0.002516555,0.001101842,0.0009154,0.0100836,0.004008853],"domain_scores_gemma":[0.8577411,0.0146178,0.01096655,0.002180442,0.06077583,0.05371829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004685269,0.000356506,0.166666,0.003433677,0.0005111551,0.0008100976,0.00913096,0.001573319,0.000620905,0.07016984,0.3673883,0.3788708],"study_design_scores_gemma":[0.0003738505,0.0004213743,0.5918235,0.007856133,0.0003891303,0.0006173396,0.02741233,0.003708574,0.0005283949,0.02289702,0.3433631,0.0006093295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03960566,0.02995964,0.0008673644,0.90374,0.002294239,0.00008084108,0.001219411,0.00008900596,0.02214384],"genre_scores_gemma":[0.802294,0.05076934,0.004927094,0.1310661,0.001638129,0.0001272597,0.001112786,0.0001665603,0.007898589],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7533651,"threshold_uncertainty_score":0.8737967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097161430975224,"score_gpt":0.339444389714555,"score_spread":0.3084727754048027,"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."}}