{"id":"W2043278079","doi":"10.1097/ede.0b013e3181e9e901","title":"Dynamic Sex Roles Among Men Who Have Sex With Men and Transmissions From Primary HIV Infection","year":2010,"lang":"en","type":"article","venue":"Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse","keywords":"Demography; Cohort; Transmission (telecommunications); Human immunodeficiency virus (HIV); Population; Cohort study; Anal sex; Fraction (chemistry); Men who have sex with men; Biology; Immunology; Psychology; Medicine; Internal medicine; Chemistry; Sociology","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":[0.000801129,0.0001517705,0.0005198224,0.0001372674,0.0001341444,0.00000723466,0.00006985993,0.0002160808,0.0007260026],"category_scores_gemma":[0.0007233036,0.0001056374,0.00008651074,0.00006689841,0.0003661685,0.0001029486,0.00004072566,0.0007082676,0.00002932557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003976477,"about_ca_system_score_gemma":0.00006677168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195462,"about_ca_topic_score_gemma":0.001866749,"domain_scores_codex":[0.9984487,0.0003859849,0.0003397172,0.0003623894,0.00009651592,0.000366721],"domain_scores_gemma":[0.9985006,0.0007249633,0.00008161887,0.0002969234,0.00004768112,0.000348171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001326059,0.0001178384,0.8750898,0.00005526068,0.0002102268,0.00001899873,0.0005599037,0.000006886567,0.01181462,0.0001196832,0.08182795,0.03004621],"study_design_scores_gemma":[0.001253596,0.001159587,0.9181356,0.000125313,0.00009147734,0.00005770937,0.0002623173,0.06627269,0.0002847689,0.001256354,0.01096527,0.0001352677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792068,0.0003052014,0.01502568,0.006258903,0.00001579813,0.0004329659,0.00005658141,0.0000820183,0.0986161],"genre_scores_gemma":[0.8708693,0.0004768071,0.002705244,0.0004330683,0.000186594,0.0001053333,0.0004499986,0.00003795715,0.1247357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07086269,"threshold_uncertainty_score":0.794922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612491156905642,"score_gpt":0.3283564383116103,"score_spread":0.3122315267425538,"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."}}