{"id":"W7092179230","doi":"10.5204/eprints.255390","title":"Community Treatment Orders in Ontario: Agreed areas for improvement","year":2025,"lang":"","type":"report","venue":"Queensland University of Technology","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queensland University of Technology","keywords":"Focus (optics); Mental illness; Legislation; Action (physics); Focus group","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001082161,0.0007139982,0.002050189,0.002746398,0.000621232,0.00001155074,0.001257169,0.003464792,0.0004059149],"category_scores_gemma":[0.0002794349,0.000767782,0.0005931316,0.0007769431,0.000817941,0.000037083,0.0004337899,0.002415841,0.00001654892],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003977955,"about_ca_system_score_gemma":0.004989846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8069027,"about_ca_topic_score_gemma":0.8950574,"domain_scores_codex":[0.9962021,0.0004114223,0.001047928,0.001003963,0.000330373,0.001004258],"domain_scores_gemma":[0.9955633,0.0006637682,0.001031948,0.001913522,0.0006633251,0.0001641954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003339972,0.005267394,0.05625358,0.001172173,0.003057159,0.003695942,0.00794463,0.00003373716,0.00007218918,0.001122328,0.005406551,0.9126344],"study_design_scores_gemma":[0.009910927,0.007129955,0.04136358,0.001949023,0.0005992624,0.0002130568,0.02957499,0.0000230631,0.00003563152,0.004608449,0.9037846,0.0008074426],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549509,0.0005227825,0.0007093076,0.004390886,0.001957964,0.003392037,0.0006282413,0.0001472076,0.03330071],"genre_scores_gemma":[0.8903018,0.001570393,0.001249771,0.0000543846,0.00003601042,0.00001799542,0.0005088579,0.0000440883,0.1062167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9118269,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013760872024673,"score_gpt":0.3300558172152004,"score_spread":0.2799182084949537,"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."}}