{"id":"W2794317574","doi":"10.1177/0706743717752916","title":"Quality Review in Psychiatry","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; St Joseph's Health Care; Western University","funders":"","keywords":"Quality (philosophy); Psychology; Psychiatry; MEDLINE; Medicine; Philosophy; 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":[0.1418676,0.0008576604,0.002961485,0.01231408,0.002532222,0.009718103,0.002847145,0.006337372,0.01904323],"category_scores_gemma":[0.4333601,0.000979872,0.002058335,0.01441954,0.004845168,0.007054233,0.004868159,0.00759168,0.003672487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02957295,"about_ca_system_score_gemma":0.08984761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.061175,"about_ca_topic_score_gemma":0.08203907,"domain_scores_codex":[0.8557178,0.07676951,0.01803313,0.005628173,0.04011643,0.00373488],"domain_scores_gemma":[0.4973323,0.2245055,0.04825848,0.02312637,0.1857594,0.02101783],"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":[0.00007903391,0.00002060661,0.001144695,0.01490939,0.0004174069,0.0000444139,0.0003240577,0.000182726,0.00005010705,0.02952641,0.7530776,0.2002235],"study_design_scores_gemma":[0.0001228494,0.00008832019,0.006338638,0.05988752,0.0003345119,0.0001951986,0.0003260979,0.0002139942,0.00009171322,0.0196079,0.9127261,0.00006715805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003065077,0.6426421,0.001815174,0.3035693,0.03673868,0.0002300167,0.0007619552,0.00007520558,0.01386102],"genre_scores_gemma":[0.02444597,0.8339845,0.006537964,0.08183021,0.04266948,0.0006921487,0.001291337,0.0001728743,0.00837546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1418676,"threshold_uncertainty_score":0.7502764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2980657386553591,"score_gpt":0.4448427454633977,"score_spread":0.1467770068080386,"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."}}