{"id":"W2965497964","doi":"","title":"Concurrent Disorders and Recovery in Forensic Psychiatric Settings","year":2019,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Psychiatry; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009185817,0.000166699,0.000427342,0.0004372068,0.0001218975,0.00005285392,0.0001133048,0.00005008343,0.0003971923],"category_scores_gemma":[0.000007123984,0.0001447967,0.0001013946,0.00009844144,0.00005264678,0.0004229128,0.00002590547,0.0004425552,0.00002777864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282584,"about_ca_system_score_gemma":0.000226805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005806314,"about_ca_topic_score_gemma":0.006216109,"domain_scores_codex":[0.9980448,0.0001395535,0.0009587742,0.0001837588,0.0002615597,0.0004114804],"domain_scores_gemma":[0.999028,0.00008462177,0.0006000575,0.0000813432,0.00001850002,0.0001874656],"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":[0.001242802,0.001009638,0.270564,0.002498498,0.0000495611,0.000008209769,0.02641644,0.00004187043,0.000006812732,0.006252113,0.05782004,0.63409],"study_design_scores_gemma":[0.01786014,0.01738926,0.09508605,0.004447888,0.00002901944,0.0002922334,0.0597036,0.0003421474,0.00001053176,0.02526398,0.7783946,0.00118049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737514,0.007285906,0.000001878425,0.006111595,0.007113898,0.0004951739,0.00004471258,0.000005717703,0.005189761],"genre_scores_gemma":[0.9827256,0.01130217,0.0002731194,0.004453202,0.000478889,0.000004291156,0.0000155811,0.0000239806,0.0007231504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7205746,"threshold_uncertainty_score":0.5904637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009654193514812073,"score_gpt":0.2637714744073571,"score_spread":0.254117280892545,"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."}}