{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008242065,0.0001342546,0.0001905915,0.001142806,0.0003708302,0.0006061297,0.0003384737,0.000248046,0.001461527],"category_scores_gemma":[0.002933959,0.0002466734,0.0003731906,0.00111071,0.0002493606,0.0003735651,0.0005154266,0.0004164699,0.0001359409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005858383,"about_ca_system_score_gemma":0.0004525779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02653994,"about_ca_topic_score_gemma":0.02784487,"domain_scores_codex":[0.9993376,0.0001979868,0.00009023441,0.00009536208,0.0001598375,0.0001189628],"domain_scores_gemma":[0.9982374,0.0003439094,0.0009009171,0.0001047883,0.0001991704,0.0002137396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009313188,0.00000779877,0.9995211,0.000002521083,0.00001217467,0.000009072824,0.00003054495,0.00001209459,0.00001556382,0.000005995438,0.00004385037,0.0003300048],"study_design_scores_gemma":[0.000001523308,0.00002277644,0.999492,0.000004664203,0.00001131761,0.0001157298,0.0001616641,0.00008574084,0.00003180066,0.000008749986,0.00006256008,0.000001302509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990054,0.0001467317,0.00002908324,0.00003981484,0.000003006349,0.000004606182,0.0005239042,0.000003034879,0.0002444354],"genre_scores_gemma":[0.9994728,0.00008456534,0.0000278288,0.00001439329,0.000004739054,0.000004205782,0.0003198642,9.004175e-7,0.00007072556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653994,"threshold_uncertainty_score":0.05277097,"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."}}