{"id":"W2102047833","doi":"10.1177/0306624x14537603","title":"The Mentally Ill Offender","year":2014,"lang":"en","type":"letter","venue":"International Journal of Offender Therapy and Comparative Criminology","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentally ill; Psychology; Criminology; Psychiatry; Medical emergency; Medicine; Mental illness; Mental health","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":[0.0004261537,0.0003064224,0.000310822,0.0007118718,0.004646043,0.003130678,0.0004334949,0.001959122,0.01243539],"category_scores_gemma":[0.002795602,0.0001094957,0.0002118947,0.0003954145,0.002762719,0.002430677,0.007231151,0.003138307,0.002960524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231788,"about_ca_system_score_gemma":0.002807054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993848,"about_ca_topic_score_gemma":0.008607853,"domain_scores_codex":[0.9990482,0.0001900202,0.00005239279,0.00006289972,0.0002546559,0.0003918551],"domain_scores_gemma":[0.9990405,0.00009410588,0.0001382444,0.00004453063,0.0001478203,0.0005347021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001212138,0.0003806269,0.06201122,0.0006270846,0.00002136412,0.01852132,0.06391647,0.0001702484,0.001800464,0.1134409,0.370754,0.3682352],"study_design_scores_gemma":[0.00001112693,0.0001908602,0.02277926,0.001591402,0.00001386926,0.03281195,0.07675648,0.0001283792,0.0003383057,0.01308115,0.8522555,0.00004177993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1989023,0.02652496,0.001219847,0.1276545,0.006778393,0.0002169108,0.0003845744,0.0001270527,0.6381913],"genre_scores_gemma":[0.7487655,0.032255,0.001327918,0.04745984,0.002924023,0.0001872339,0.0003103502,0.00005139935,0.1667187],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01243539,"threshold_uncertainty_score":0.04160058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.318906907009992,"score_gpt":0.394154790530504,"score_spread":0.07524788352051193,"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."}}