{"id":"W4236257931","doi":"10.1177/070674371205701012","title":"Re: 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":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychiatry; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.313513,0.001776634,0.004442538,0.009973094,0.004939928,0.0134557,0.01342786,0.03321689,0.02273559],"category_scores_gemma":[0.7353935,0.003058148,0.007023967,0.007761333,0.004813922,0.01100545,0.01207994,0.0260651,0.01132283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01442668,"about_ca_system_score_gemma":0.09753964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03180898,"about_ca_topic_score_gemma":0.06029506,"domain_scores_codex":[0.5443215,0.2668003,0.1047691,0.006494985,0.07101166,0.006602352],"domain_scores_gemma":[0.1932358,0.4715581,0.07048497,0.04156704,0.1991986,0.02395557],"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":[0.0006571017,0.0005235318,0.003464661,0.01336363,0.00129598,0.0003359807,0.001889861,0.000933525,0.0004581866,0.009006595,0.7601444,0.2079266],"study_design_scores_gemma":[0.003470287,0.0004839917,0.01353161,0.121599,0.003047816,0.0005513355,0.003307261,0.002216352,0.001429607,0.02422823,0.8254437,0.0006908254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003057424,0.01719746,0.01103202,0.8798664,0.02129376,0.006058673,0.003340507,0.001316881,0.05683688],"genre_scores_gemma":[0.09834518,0.02624309,0.2851464,0.5254862,0.0166712,0.01520576,0.008331184,0.002112378,0.02245867],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.313513,"threshold_uncertainty_score":0.8465608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897962318960182,"score_gpt":0.3355328500287816,"score_spread":0.2765532268391798,"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."}}