{"id":"W4415242910","doi":"10.1080/14789949.2025.2576176","title":"A qualitative and observational retrospective analysis of community treatment orders issued in Quebec for the year 2022","year":2025,"lang":"en","type":"article","venue":"Journal of Forensic Psychiatry and Psychology","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Observational study; Qualitative research; Agency (philosophy); Retrospective cohort study; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003401106,0.0003574857,0.0003632739,0.004066938,0.004857676,0.00192569,0.001043455,0.0005366415,0.00320502],"category_scores_gemma":[0.008991996,0.0004438935,0.0003208869,0.006405545,0.001714871,0.0008562315,0.001351439,0.0008239218,0.0002929606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03703768,"about_ca_system_score_gemma":0.03519566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9435067,"about_ca_topic_score_gemma":0.9699544,"domain_scores_codex":[0.9973525,0.000828839,0.000180165,0.0002939645,0.0007080855,0.0006365204],"domain_scores_gemma":[0.9859029,0.003583142,0.00304648,0.0004164636,0.005550439,0.001500599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003414123,0.0005164656,0.7580019,0.0004922283,0.00007717749,0.001413938,0.1917608,0.0003436769,0.001154748,0.001045097,0.01209318,0.03275928],"study_design_scores_gemma":[0.00002282763,0.0002201634,0.7612796,0.0004302253,0.00002397913,0.0002613907,0.222443,0.0007411024,0.0004033126,0.0001086624,0.0139915,0.00007419018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881555,0.0004736593,0.0006644209,0.0005479095,0.00001478385,0.0006272839,0.006893572,0.00001512209,0.002607688],"genre_scores_gemma":[0.9922651,0.0004672309,0.0009614037,0.0004596453,0.00001387864,0.0006257936,0.002561837,0.00001375089,0.002631396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05649328,"threshold_uncertainty_score":0.2687284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09531771823553362,"score_gpt":0.4883918331943629,"score_spread":0.3930741149588293,"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."}}