{"id":"W2177839568","doi":"10.1192/apt.bp.111.009027","title":"An evidence-based approach to routine outcome assessment","year":2012,"lang":"en","type":"article","venue":"Advances in Psychiatric Treatment","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Relevance (law); Mental health service; Outcome (game theory); Psychology; Service (business); Medicine; Nursing; Applied psychology; Medical education; Psychiatry; Business; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.6262913,0.004737664,0.01760683,0.04129292,0.004119751,0.02821315,0.01592443,0.0128215,0.009283772],"category_scores_gemma":[0.7040823,0.003343941,0.01327577,0.02071143,0.007502151,0.01180502,0.01458667,0.01809224,0.004035221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02450785,"about_ca_system_score_gemma":0.08648439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005463631,"about_ca_topic_score_gemma":0.007443692,"domain_scores_codex":[0.2085533,0.5441503,0.1542562,0.008006213,0.08269367,0.002340314],"domain_scores_gemma":[0.2433847,0.4796076,0.06348504,0.03383339,0.1720682,0.007621085],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009100485,0.0007413764,0.00440098,0.2226067,0.007876941,0.000531749,0.003224265,0.002214772,0.000665363,0.05072608,0.04328294,0.6628187],"study_design_scores_gemma":[0.001865114,0.001384506,0.006898418,0.7837781,0.006651682,0.0006519867,0.00312579,0.005012679,0.001342242,0.06766208,0.1212944,0.0003329854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003287207,0.1747493,0.3592113,0.1416786,0.01064523,0.2574796,0.00465314,0.001726269,0.04656925],"genre_scores_gemma":[0.04606266,0.03727607,0.7888325,0.01188772,0.001572895,0.1112924,0.001235033,0.0001876528,0.001653002],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6262913,"threshold_uncertainty_score":0.4608493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.290086316791505,"score_gpt":0.5389175260800324,"score_spread":0.2488312092885274,"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."}}