{"id":"W2325733200","doi":"10.1136/sextrans-2011-050108.119","title":"P1-S2.62 Factors associated with high-risk penetrative sex in a cohort of treatment experienced HIV-positive men who have sex with men (MSM) in British Columbia","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; AIDS Vancouver","funders":"","keywords":"Medicine; Men who have sex with men; Demography; Condom; Logistic regression; Sex partners; Cohort; Gynecology; Human immunodeficiency virus (HIV); Cohort study; Family medicine; Syphilis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002604456,0.0002889791,0.0007732969,0.0003777184,0.0002124723,0.00007125406,0.0001187351,0.0001897257,0.0009800339],"category_scores_gemma":[0.00009847173,0.0002987965,0.000117105,0.001021378,0.0004247368,0.0003220366,0.00001566419,0.0005098702,0.00000353569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057264,"about_ca_system_score_gemma":0.0005033024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2862082,"about_ca_topic_score_gemma":0.6413867,"domain_scores_codex":[0.997379,0.0004243388,0.0006008447,0.000582602,0.0004233676,0.0005898679],"domain_scores_gemma":[0.9987589,0.0002034328,0.0001799723,0.0003026226,0.0002788028,0.0002762619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675893,0.003250552,0.9646078,0.00002440301,0.001155941,0.0001055548,0.02784494,0.00002448625,0.0005266744,0.000007412562,0.000753997,0.001530634],"study_design_scores_gemma":[0.006552478,0.02222677,0.9456345,0.0005436756,0.0002661937,0.00002577278,0.02093778,0.0008740069,0.002575247,0.00002424619,0.00003091368,0.0003083847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616928,0.00003488045,0.00086012,0.00002655451,0.000008048189,0.002058583,0.0005882942,0.0000801648,0.03465058],"genre_scores_gemma":[0.979363,0.00010407,0.00008746144,0.00001215446,0.00001388478,0.0007291315,0.000401303,0.00005041462,0.0192386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3551786,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577406308106227,"score_gpt":0.2669994621082452,"score_spread":0.2512253990271829,"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."}}