{"id":"W1514355354","doi":"10.1177/070674371205700507","title":"Conformance to Evidence-Based Treatment Recommendations in Schizophrenia Treatment Services","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health; National Institutes of Health; Health Research Board","keywords":"Psychosocial; Assertive community treatment; Mental health; Medicine; Health care; Psychiatry; Family medicine; Psychology; Mental illness","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":[0.09305757,0.0002830361,0.000713443,0.003946436,0.002127187,0.00361381,0.002106765,0.0007915229,0.000818065],"category_scores_gemma":[0.3557742,0.0004689796,0.001075037,0.007475343,0.001963148,0.001353859,0.002494782,0.001193556,0.00005692996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02701133,"about_ca_system_score_gemma":0.05354928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6705127,"about_ca_topic_score_gemma":0.7125992,"domain_scores_codex":[0.8636041,0.05216435,0.0208851,0.003271676,0.05682681,0.00324797],"domain_scores_gemma":[0.7210084,0.09250827,0.1043363,0.008749122,0.06745329,0.005944652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004557022,0.0001724364,0.9294752,0.0009749756,0.000734511,0.0000576837,0.004828996,0.001087203,0.0001555993,0.0003745113,0.001240496,0.06044261],"study_design_scores_gemma":[0.00008754931,0.0002748541,0.9919485,0.0008571757,0.0002035623,0.00008103307,0.0025233,0.001586883,0.0002646545,0.0002149046,0.001904075,0.00005343189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772511,0.005484935,0.003068515,0.004707859,0.00006639474,0.001551661,0.001375657,0.00005326533,0.00644072],"genre_scores_gemma":[0.9952958,0.0006366002,0.00303444,0.0002846248,0.00001170052,0.0001771418,0.0004453303,0.00000517809,0.000109169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6705127,"threshold_uncertainty_score":0.6628555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638664218462022,"score_gpt":0.3335356986043779,"score_spread":0.2771490564197577,"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."}}