{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02200978,0.0003710185,0.0004154389,0.001438137,0.01226661,0.004113553,0.002727804,0.002303988,0.0049588],"category_scores_gemma":[0.03769208,0.0005430575,0.0007147122,0.003402625,0.002442742,0.00165531,0.003482627,0.002882155,0.0003133684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1301656,"about_ca_system_score_gemma":0.4234464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9658322,"about_ca_topic_score_gemma":0.9895711,"domain_scores_codex":[0.9769795,0.004151289,0.002349368,0.0006079769,0.01131205,0.004599886],"domain_scores_gemma":[0.9313946,0.007705006,0.005144747,0.00145511,0.04030912,0.01399146],"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":[0.0008339564,0.001255283,0.288359,0.005339044,0.0001544839,0.002494978,0.1315459,0.001850121,0.006863017,0.01865146,0.1639567,0.3786961],"study_design_scores_gemma":[0.0002767447,0.0004990312,0.5942762,0.001718312,0.0000701121,0.0001467949,0.1184303,0.0009696324,0.001389578,0.001553302,0.2804852,0.0001847019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.522194,0.005822242,0.003340582,0.2976945,0.001108393,0.01250859,0.004534239,0.0003821595,0.1524153],"genre_scores_gemma":[0.9337497,0.003564761,0.01826265,0.01400487,0.0001813184,0.001902867,0.001517373,0.00008678124,0.02672982],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1301656,"threshold_uncertainty_score":0.944422,"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."}}