{"id":"W2322250069","doi":"10.1037/a0029653","title":"Mental health needs of federal female offenders.","year":2012,"lang":"en","type":"article","venue":"Psychological Services","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychiatry; Psychology; Population; Case management; Substance abuse; Medicine; Clinical psychology; Environmental 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":[0.0002945701,0.0001128298,0.0001720629,0.0006323614,0.002805064,0.0006601954,0.000302509,0.0004501514,0.002257409],"category_scores_gemma":[0.001196398,0.0001360722,0.0001422809,0.0004382805,0.0003679086,0.000366562,0.0007546771,0.0006221979,0.0001812722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669079,"about_ca_system_score_gemma":0.002917085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2128472,"about_ca_topic_score_gemma":0.564036,"domain_scores_codex":[0.9996479,0.00005636898,0.00001986357,0.00001583387,0.00007373414,0.0001862805],"domain_scores_gemma":[0.9992669,0.00005076668,0.0002824407,0.00001950883,0.0001390306,0.000241366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006793405,0.0002925891,0.941135,0.00008110985,0.00001102878,0.001400492,0.01110917,0.00005795625,0.001214197,0.000357659,0.004241362,0.0400315],"study_design_scores_gemma":[0.000003960898,0.0001687329,0.9655775,0.0000790585,0.000006856949,0.001207668,0.02979891,0.0000819206,0.000174103,0.00007856349,0.002814439,0.00000821429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970568,0.0001952278,0.00001219837,0.0009216963,0.000009697913,0.00002082702,0.0002157437,0.00000208045,0.001565636],"genre_scores_gemma":[0.997456,0.0004714311,0.0001450465,0.0004178369,0.00001258295,0.0000207276,0.0001942629,0.000001089157,0.001280956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2128472,"threshold_uncertainty_score":0.4232165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06177892675689782,"score_gpt":0.3665029569593573,"score_spread":0.3047240302024594,"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."}}