{"id":"W2125145693","doi":"10.1111/j.1758-5872.2011.00112.x","title":"Evaluation and quality improvement in mental health service delivery","year":2011,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"BCH code; Citation; Library science; General hospital; Service (business); Mental health; Medical school; Medicine; Psychology; Psychiatry; Family medicine; Medical education; Computer science; Telecommunications; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003308959,0.0002086176,0.0002383857,0.0002670086,0.0002023913,0.0001118328,0.0001977895,0.00006388823,0.0004265216],"category_scores_gemma":[0.00001744621,0.0002128826,0.00005145849,0.000454075,0.00003643254,0.0008315193,0.0001738028,0.0001465968,0.0001610003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063712,"about_ca_system_score_gemma":0.00008481739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008195252,"about_ca_topic_score_gemma":0.01104196,"domain_scores_codex":[0.997964,0.00008723108,0.00056323,0.0004572789,0.0005564228,0.0003718731],"domain_scores_gemma":[0.999234,0.000009505644,0.0002661219,0.0003479835,0.0001138489,0.00002856706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000521153,0.002278851,0.505638,0.002412929,0.0002450673,0.000002869794,0.006153713,0.00001566032,0.0002032868,0.1712957,0.04043713,0.2707957],"study_design_scores_gemma":[0.005978717,0.0001560811,0.7858559,0.000294884,0.0001413578,0.000002325545,0.06484755,0.005672789,0.00002247052,0.05134955,0.08451081,0.00116758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857161,0.0007308912,0.0001281027,0.02049338,0.002064281,0.001463948,0.0000132133,0.0001318586,0.08925824],"genre_scores_gemma":[0.9932559,0.00005802048,0.000652783,0.005469176,0.0002923058,0.00006705613,0.00008538969,0.00002045301,0.0000989037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2802179,"threshold_uncertainty_score":0.9984093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0519682115004696,"score_gpt":0.2887098529549869,"score_spread":0.2367416414545173,"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."}}