{"id":"W2118046879","doi":"10.1176/appi.ps.201300301","title":"Predictors of Unmet Need for Medical Care Among Justice-Involved Persons With Mental Illness","year":2014,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada","funders":"Canadian Mental Health Association","keywords":"Mental illness; Mental health; Medicine; Psychiatry; Economic Justice; Family medicine; Welfare; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003790964,0.0001655782,0.0001906551,0.0005402268,0.0007177664,0.0006203013,0.0003722613,0.0003837583,0.002686544],"category_scores_gemma":[0.002891875,0.0002412436,0.0001882293,0.0006593004,0.0003681503,0.0004516099,0.0006909025,0.0006632427,0.0001577141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009501491,"about_ca_system_score_gemma":0.00106651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06580529,"about_ca_topic_score_gemma":0.1568826,"domain_scores_codex":[0.999544,0.00008320995,0.00005888316,0.0000423097,0.0001333351,0.000138332],"domain_scores_gemma":[0.9976181,0.0002071709,0.001296627,0.00004733466,0.0002177714,0.0006129876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001046509,0.00003457752,0.9992788,0.000003812604,0.000005652877,0.00003031857,0.0001408337,0.000008462213,0.00002501281,0.000004713499,0.00007042419,0.0003870087],"study_design_scores_gemma":[0.000001491582,0.00002283147,0.9991047,0.000007207952,0.000002450003,0.00008473881,0.000651411,0.00004843458,0.000008532507,0.0000054899,0.00006145825,0.000001215343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994228,0.00007869749,0.0000116775,0.0001171083,0.000002439236,0.000007995774,0.000117348,0.00000102894,0.000241048],"genre_scores_gemma":[0.9997241,0.0000426609,0.00002250751,0.00002234105,0.000003766371,0.000003590766,0.00009782272,4.382933e-7,0.00008266704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06580529,"threshold_uncertainty_score":0.1308445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049844778744563,"score_gpt":0.3184424437336429,"score_spread":0.3079439959461973,"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."}}