{"id":"W4395045208","doi":"10.1177/00048674241246436","title":"The benefits and harms of community treatment orders for people diagnosed with psychiatric illnesses: A rapid umbrella review of systematic reviews and meta-analyses","year":2024,"lang":"en","type":"review","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Australian Research Council; State Government of Victoria","keywords":"Psychiatry; Meta-analysis; Medicine; Systematic review; Psychology; MEDLINE; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00423494,0.0007828253,0.007900812,0.0004315887,0.000228355,0.00007368254,0.0006336221,0.0003344247,0.00007076896],"category_scores_gemma":[0.0004180766,0.0003202526,0.002146974,0.0008513206,0.0001519782,0.00005867111,0.00003806556,0.000863595,0.000005862397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004625203,"about_ca_system_score_gemma":0.0007483652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007945753,"about_ca_topic_score_gemma":0.0007437331,"domain_scores_codex":[0.9918276,0.002738995,0.004238336,0.0003487322,0.0004376357,0.0004086922],"domain_scores_gemma":[0.9900538,0.002896939,0.005349232,0.001046562,0.0002969264,0.0003564802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007960073,0.000313213,0.00002070014,0.6587911,0.01429873,0.00001929227,0.000812982,4.48807e-7,1.98822e-8,0.00009593739,0.06325011,0.2623179],"study_design_scores_gemma":[0.001004447,0.002510851,0.00005665256,0.2987686,0.1297729,0.002273881,0.001141602,9.658253e-8,4.105963e-8,0.0002540094,0.5638903,0.0003265371],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002343969,0.9905249,0.000007248746,0.003910835,0.001421993,0.003661284,0.0002101604,0.000007675414,0.00002148678],"genre_scores_gemma":[0.0001014312,0.9975061,0.0007957613,0.0001209278,0.000245719,0.0001918459,0.0000225794,0.00007396938,0.0009416531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5006402,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3300209341927709,"score_gpt":0.4897382328524316,"score_spread":0.1597172986596607,"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."}}