{"id":"W2004781678","doi":"10.1097/qad.0000000000000566","title":"Sexual networks, HIV, race and bacterial vaginosis","year":2015,"lang":"en","type":"letter","venue":"AIDS","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"MSD K.K.; Astellas Pharma; Torii Pharmaceutical; National Center for Global Health and Medicine; ViiV Healthcare; Gilead Sciences; Pfizer","keywords":"Typhoid fever; Bacterial vaginosis; Cholera; Transmission (telecommunications); Sexual transmission; Demography; Race (biology); Environmental health; Medicine; Human immunodeficiency virus (HIV); Geography; Immunology; Virology; Sociology; Gender studies; Microbicide; Obstetrics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004995872,0.0002982996,0.0004646329,0.0002195757,0.0001545183,0.00006050467,0.0002573525,0.00132081,0.001281334],"category_scores_gemma":[0.0002115457,0.0002690232,0.00005526601,0.0001662859,0.0004300262,0.0001228762,0.0002330887,0.002596403,0.001465281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009073436,"about_ca_system_score_gemma":0.000133846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677229,"about_ca_topic_score_gemma":0.000002638023,"domain_scores_codex":[0.9978895,0.0005765813,0.0002374204,0.0006790823,0.00006770848,0.0005497069],"domain_scores_gemma":[0.9987491,0.0002695551,0.00009503244,0.0006603235,0.0002004893,0.00002548784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000695968,0.00003305759,0.001825937,0.00002431779,0.0003563657,0.00003112332,0.00006198546,0.000001925596,0.006917965,0.00001099048,0.985244,0.005422686],"study_design_scores_gemma":[0.0005594064,0.0003528001,0.001139354,0.00001253464,0.00007912036,0.0002486203,0.00001942943,7.442767e-7,0.0009299279,0.00004315158,0.9963393,0.000275604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.4024542,0.01856075,0.000679701,0.5430043,0.02120006,0.002185608,0.000609185,0.0007127371,0.01059351],"genre_scores_gemma":[0.1203211,0.001479882,0.0006215975,0.1898496,0.04375516,0.0006698862,0.01809693,0.0006011362,0.6246048],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6140112,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737910100421041,"score_gpt":0.2791827565405473,"score_spread":0.2518036555363369,"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."}}