{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004343705,0.0006377595,0.001299028,0.0001758496,0.006115141,0.00006812259,0.00082408,0.0002396433,0.000119305],"category_scores_gemma":[0.000144832,0.0005707004,0.0002253393,0.001269864,0.000055385,0.0002051032,0.001788365,0.001694442,0.00009136194],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02698039,"about_ca_system_score_gemma":0.0237102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9690998,"about_ca_topic_score_gemma":0.9990215,"domain_scores_codex":[0.9842638,0.00474838,0.003459445,0.001376141,0.001612894,0.004539382],"domain_scores_gemma":[0.9948063,0.0006814072,0.0009777385,0.001735491,0.0004599084,0.001339174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004028805,0.0000594245,0.4233616,0.006247391,0.0000798884,0.00007097709,0.00766647,0.00001553615,0.000001435266,0.03104583,0.3752362,0.1558124],"study_design_scores_gemma":[0.001605273,0.0001402133,0.1972505,0.0004111518,0.000007855467,0.000003085452,0.1516693,0.00002409605,0.000002187504,0.0003387656,0.6480379,0.0005097199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03451715,0.02151522,0.00009273311,0.9191307,0.009082786,0.007806437,0.0008835091,0.000238994,0.006732507],"genre_scores_gemma":[0.5582268,0.003336232,0.00118099,0.4306121,0.0005850318,0.001301388,0.001040982,0.0001281248,0.0035884],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5237097,"threshold_uncertainty_score":0.9996744,"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."}}