{"id":"W6964112474","doi":"10.25384/sage.c.4259339.v1","title":"Mental Health Screening and Differences in Access to Care among Prisoners","year":2018,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Prison; Mental health care; Cohort; Retrospective cohort study; Health care; Ethnic group","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":[0.0009418929,0.0001842211,0.0002066472,0.001023659,0.0007915858,0.000744125,0.0004701416,0.0003214599,0.003871307],"category_scores_gemma":[0.006380644,0.0002409815,0.0004753883,0.0008104441,0.0004374097,0.000566092,0.001004537,0.0005052318,0.000239098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801024,"about_ca_system_score_gemma":0.0005905094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06124517,"about_ca_topic_score_gemma":0.09022091,"domain_scores_codex":[0.9991313,0.0002196143,0.00009650729,0.0001324207,0.000113794,0.0003064656],"domain_scores_gemma":[0.9968554,0.0004768544,0.001794905,0.0001425382,0.0002542133,0.0004761366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003859012,0.00003387346,0.9989054,0.000005865687,0.00002412988,0.00002762276,0.0002271908,0.00001417253,0.0000556652,0.00001281905,0.0000455335,0.0006091816],"study_design_scores_gemma":[0.000001113923,0.00002701754,0.9994944,0.000009794451,0.000006032529,0.00004242276,0.000335977,0.00002360335,0.00001645702,0.000006775113,0.00003488872,0.000001479009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9993532,0.00007887128,0.00001554188,0.00005854496,0.000002283359,0.000005486088,0.0001693006,0.000001600943,0.0003151312],"genre_scores_gemma":[0.9997453,0.00003238122,0.00001625345,0.00001252247,0.000002379546,0.000003961394,0.00008464263,8.610446e-7,0.000101608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06124517,"threshold_uncertainty_score":0.1217774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202327072219489,"score_gpt":0.4005213293927433,"score_spread":0.2802886221707944,"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."}}