{"id":"W1965188874","doi":"10.1097/01.qai.0000153424.56379.61","title":"A Prognostic Model for HIV Seroconversion Among Injection Drug Users as a Tool for Stratification in Clinical Trials","year":2005,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute on Drug Abuse","keywords":"Medicine; Seroconversion; Proportional hazards model; Population; Internal medicine; Prospective cohort study; Cohort; Cohort study; Incidence (geometry); Framingham Risk Score; Relative risk; Demography; Human immunodeficiency virus (HIV); Confidence interval; Immunology; Environmental health; Disease","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":[0.06285179,0.001511377,0.002828629,0.002583675,0.0005205848,0.002306369,0.001333881,0.001699778,0.003484338],"category_scores_gemma":[0.1435735,0.0005576613,0.002230469,0.001377636,0.0008369747,0.002133801,0.001518012,0.002682927,0.0007304477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118785,"about_ca_system_score_gemma":0.00236293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007050373,"about_ca_topic_score_gemma":0.0008515255,"domain_scores_codex":[0.9484573,0.04634195,0.001653717,0.001235195,0.001807395,0.000504553],"domain_scores_gemma":[0.8629624,0.1186193,0.009943571,0.003002869,0.003553235,0.00191852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02419322,0.001171287,0.3816383,0.002799967,0.007288592,0.0006058242,0.0006578279,0.2832156,0.0007791317,0.013822,0.01450843,0.2693199],"study_design_scores_gemma":[0.003241746,0.004085454,0.02861978,0.0008067173,0.002570813,0.0004515727,0.000105912,0.9322665,0.000352299,0.02313262,0.004252614,0.000113973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3535378,0.01426111,0.5988135,0.01437775,0.001005145,0.007050063,0.003101615,0.001818913,0.006034081],"genre_scores_gemma":[0.8841113,0.001111632,0.1076942,0.0008017561,0.0004294605,0.003725697,0.001356416,0.00004841638,0.0007210824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06285179,"threshold_uncertainty_score":0.332396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011977847276573,"score_gpt":0.4092837827877331,"score_spread":0.3080859980600758,"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."}}