{"id":"W2801192811","doi":"10.1016/s2468-2667(18)30052-5","title":"Dual diagnosis of mental illness and substance use disorder and injury in adults recently released from prison: a prospective cohort study","year":2018,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Simon Fraser University; St. Michael's Hospital","funders":"National Health and Medical Research Council; Medical Research Council; University of Melbourne","keywords":"Prison; Medicine; Psychiatry; Mental health; Mental illness; Dual diagnosis; Substance abuse; Emergency department; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001290883,0.0004491658,0.00054422,0.0009386243,0.001153251,0.001194855,0.0008439916,0.0006508665,0.001649507],"category_scores_gemma":[0.002322306,0.0008813579,0.0009757144,0.001339217,0.0004475152,0.0009526954,0.001229392,0.001568299,0.0004521223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007280862,"about_ca_system_score_gemma":0.0009595293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04502013,"about_ca_topic_score_gemma":0.07207783,"domain_scores_codex":[0.9991818,0.0001575097,0.0001252662,0.0002289629,0.0001230393,0.0001833952],"domain_scores_gemma":[0.9981194,0.0001273608,0.0008183536,0.0002283167,0.0002413433,0.0004652208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007985315,0.00007538703,0.9988361,0.00001829347,0.00006212574,0.00009209143,0.0002684998,0.00001214048,0.00009963375,0.00001000014,0.0001458806,0.0003000375],"study_design_scores_gemma":[0.000008731134,0.0001439936,0.9989673,0.0000224302,0.0000362641,0.0001581005,0.0004683458,0.00005014851,0.00001241586,0.0000072585,0.0001196918,0.000005326277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980704,0.0001707375,0.00006149513,0.00005354261,0.00001141076,0.00006571537,0.001375578,0.000003861164,0.0001872514],"genre_scores_gemma":[0.9980302,0.0002007069,0.0001417716,0.00007820968,0.00001343613,0.00008346801,0.001162156,0.00000277137,0.0002872166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04502013,"threshold_uncertainty_score":0.08951616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737221673840815,"score_gpt":0.3390057823151937,"score_spread":0.3016335655767856,"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."}}