{"id":"W4415872145","doi":"10.3390/forensicsci5040059","title":"Retrospective Review of the Criminal Code Review Board in Quebec for the Year 2023","year":2025,"lang":"en","type":"article","venue":"Forensic Sciences","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Institut national de psychiatrie légale Philippe-Pinel; Université de Montréal","funders":"","keywords":"Concordance; Population; Commission; Retrospective cohort study; Cohort; Forensic psychiatry; Criminal justice; Adjudication; Aggression","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":[0.005698535,0.0005825831,0.0007299953,0.01153734,0.004479839,0.00201273,0.002804549,0.001096698,0.007134397],"category_scores_gemma":[0.02034219,0.0007801266,0.000470633,0.01668237,0.001062124,0.0006839911,0.001601939,0.0007890381,0.001933858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03395307,"about_ca_system_score_gemma":0.05521698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9272941,"about_ca_topic_score_gemma":0.9547229,"domain_scores_codex":[0.9908779,0.0008770644,0.001454667,0.001504921,0.003905772,0.001379575],"domain_scores_gemma":[0.9368731,0.003792096,0.0165694,0.002318541,0.03732083,0.003126004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002813231,0.0001038768,0.8797823,0.001518627,0.0001607687,0.003494736,0.004493151,0.0001601262,0.000761408,0.0005894629,0.07913058,0.02952361],"study_design_scores_gemma":[0.00001680637,0.00005541671,0.9564372,0.0006953308,0.00004457238,0.0007007687,0.002189542,0.0002351629,0.0002006579,0.00003358082,0.03935627,0.00003478909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654775,0.01843448,0.001776077,0.003203644,0.0005305177,0.00799505,0.2800634,0.0002517992,0.03297],"genre_scores_gemma":[0.8864208,0.008432175,0.002427928,0.003586296,0.0002313952,0.004415845,0.07381764,0.0001214165,0.02054637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07270592,"threshold_uncertainty_score":0.2463479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619370999691949,"score_gpt":0.3790720648959364,"score_spread":0.3328783548990168,"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."}}