{"id":"W1540100479","doi":"10.1023/a:1012888500896","title":"HIV Among People with Chronic Mental Illness","year":2002,"lang":"en","type":"review","venue":"Psychiatric Quarterly","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Psychiatry; Psychological intervention; Public health; Mental illness; Population; Mental health; Human immunodeficiency virus (HIV); Family medicine; Nursing; Environmental health","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000176641,0.0005670087,0.001687149,0.0007278681,0.0002193187,0.00008963839,0.0003650423,0.0002737054,0.003915441],"category_scores_gemma":[0.00001002516,0.0003891819,0.001097717,0.001255283,0.0001198174,0.0001571458,0.00002157371,0.0009033289,0.002883428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773618,"about_ca_system_score_gemma":0.0004274564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001434872,"about_ca_topic_score_gemma":0.0004373669,"domain_scores_codex":[0.9969687,0.0001772997,0.0007694782,0.0006729696,0.0006680298,0.000743472],"domain_scores_gemma":[0.9982519,0.00005248117,0.000306755,0.0008165482,0.00008738639,0.000484957],"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":[0.00001525095,0.0003670922,0.0002179517,0.01286946,0.0003840943,0.00003253864,0.0002833743,1.14547e-8,3.478596e-8,0.0000340795,0.1592318,0.8265643],"study_design_scores_gemma":[0.001235713,0.009501032,0.000109158,0.008389045,0.001365193,0.0004370834,0.0001436377,0.00007819082,3.387099e-8,0.000008242425,0.9782628,0.0004698978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009610466,0.9819129,0.0002589218,0.0002280617,0.0003001288,0.002070156,0.0001488121,0.0001255339,0.01485934],"genre_scores_gemma":[0.0001675682,0.9440187,0.0001543442,0.00001235386,0.001055239,0.0005167504,0.0005217767,0.0001223012,0.05343096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8260944,"threshold_uncertainty_score":0.999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636080697372375,"score_gpt":0.3211520051283129,"score_spread":0.3047911981545892,"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."}}