{"id":"W4318918232","doi":"10.1097/adm.0000000000001134","title":"Testing and Case Rates of Gonorrhea, Chlamydia, Syphilis, and HIV among People with Substance Use Disorders in the Veterans Health Administration","year":2023,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Medicine; Syphilis; Gonorrhea; Chlamydia; Mental health; Incidence (geometry); Psychiatry; Substance abuse; Human immunodeficiency virus (HIV); Family medicine; Immunology","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":[0.001272132,0.0001274366,0.0004061042,0.0003200561,0.0000959368,0.00001375337,0.00004371915,0.00004602973,0.00001013814],"category_scores_gemma":[0.0008062388,0.00007666647,0.00001892417,0.0008071286,0.0001955805,0.0002580377,0.000006122268,0.0003615237,3.995856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004100364,"about_ca_system_score_gemma":0.0001280323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006465406,"about_ca_topic_score_gemma":0.00710001,"domain_scores_codex":[0.9985804,0.0001372973,0.0006262703,0.0001379904,0.0003446758,0.0001733934],"domain_scores_gemma":[0.9981122,0.0009488667,0.0004871927,0.0001311992,0.0001643201,0.000156228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005217448,0.00009117691,0.949838,0.0001873207,0.0000493942,0.0004867041,0.03369673,0.00008273086,0.0004378791,0.000009865264,0.001247199,0.01335125],"study_design_scores_gemma":[0.003070739,0.002969026,0.939514,0.001211264,0.0001135639,0.005008237,0.04629467,0.001566383,0.00003006309,0.00002076183,0.0001361245,0.00006520943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991347,0.0006418806,0.000132865,0.007395739,0.00007785964,0.0003201517,0.00001075085,0.00001410982,0.0000596094],"genre_scores_gemma":[0.998079,0.001219268,0.0002886288,0.000163962,0.0001768782,0.000005392357,0.00001365876,0.0000151905,0.00003802298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328604,"threshold_uncertainty_score":0.3961972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.050399210668939,"score_gpt":0.3413581123563676,"score_spread":0.2909589016874286,"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."}}