{"id":"W3119341648","doi":"10.1177/0840470420974713","title":"The Quality Mental Health Care Network: A roadmap to improving quality mental healthcare in Canada","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Commission of Canada; CARE Canada","funders":"","keywords":"Mental healthcare; Mental health care; Mental health; Quality (philosophy); Health care; Business; Nursing; Medicine; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01736133,0.00097076,0.0008799202,0.003847625,0.0131582,0.01074036,0.005118413,0.004564569,0.01473999],"category_scores_gemma":[0.02068239,0.0007442661,0.001607432,0.004861476,0.005246703,0.005622387,0.01110187,0.006930393,0.00134297],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1757392,"about_ca_system_score_gemma":0.665166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867734,"about_ca_topic_score_gemma":0.9904418,"domain_scores_codex":[0.9826891,0.003172614,0.0006956446,0.0004563689,0.007291812,0.005694374],"domain_scores_gemma":[0.9161681,0.003754562,0.002156496,0.001048463,0.0266632,0.0502093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000233406,0.0005613213,0.03288584,0.003021568,0.0001215195,0.0008809958,0.007020315,0.00229053,0.0009705323,0.04993093,0.5777156,0.3243675],"study_design_scores_gemma":[0.0002889946,0.0004198349,0.1545343,0.007726525,0.0001774632,0.000477198,0.03111051,0.005601463,0.0008328945,0.02069472,0.7778286,0.0003074944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02431407,0.02937418,0.005814214,0.8780634,0.0033246,0.0009863339,0.002618104,0.0007093972,0.05479572],"genre_scores_gemma":[0.5675625,0.07199749,0.1322563,0.1472834,0.002488548,0.00214581,0.007964565,0.0007552938,0.06754622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8242608,"threshold_uncertainty_score":0.9560257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05127047925728075,"score_gpt":0.4397113432712855,"score_spread":0.3884408640140048,"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."}}