{"id":"W1999726854","doi":"10.1097/00007435-200107000-00004","title":"Characteristics of Those Who Repeatedly Acquire Sexually Transmitted Infections","year":2001,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Sexually transmitted disease; Gonorrhea; Virology; Syphilis; Human immunodeficiency virus (HIV)","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":[],"category_scores_codex":[0.0003415705,0.000506556,0.0007839324,0.0006077157,0.0004661165,0.00005179798,0.0004930328,0.0004050317,0.002269435],"category_scores_gemma":[0.0004989458,0.0004817717,0.0003152176,0.001259109,0.0008589782,0.0004487754,0.00004928922,0.0006494451,0.0003300116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008193041,"about_ca_system_score_gemma":0.0004654342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002596125,"about_ca_topic_score_gemma":0.00005772569,"domain_scores_codex":[0.99642,0.0006427041,0.0009498847,0.0009228046,0.0002167431,0.0008478141],"domain_scores_gemma":[0.9972911,0.0005650977,0.0002253451,0.001079417,0.0006797452,0.0001592594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002639465,0.009973785,0.4194686,0.0005389365,0.002680161,0.000179189,0.002921646,0.00006242157,0.4100949,0.001843196,0.003767512,0.1458302],"study_design_scores_gemma":[0.003911872,0.001904608,0.9238972,0.0002317243,0.0007398837,0.0003399172,0.0009091451,0.0000227157,0.01950963,0.0005767775,0.04695063,0.001005895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876546,0.003302456,0.002789386,0.0004618896,0.0007041975,0.0009203287,0.0007605687,0.0005232083,0.002883356],"genre_scores_gemma":[0.9921078,0.001428373,0.00004639959,0.000149821,0.0001349523,0.0001519579,0.0007745062,0.0000862907,0.005119902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5044286,"threshold_uncertainty_score":0.9997634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773376395427094,"score_gpt":0.2901308350821754,"score_spread":0.2723970711279045,"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."}}