{"id":"W2964493047","doi":"10.1136/sextrans-2019-sti.163","title":"O10.6 A longitudinal analysis of men who have sex with men’s condom use and attitudes during HIV antiretroviral prevention scale-up","year":2019,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; University of Victoria","funders":"","keywords":"Condom; Medicine; Human immunodeficiency virus (HIV); Men who have sex with men; Scale (ratio); Male Homosexuality; Family medicine; Syphilis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002751252,0.000163754,0.0004802835,0.000435322,0.0007563299,0.00004048256,0.0001169162,0.0001310498,0.001144403],"category_scores_gemma":[0.00005640669,0.0001498617,0.00008916103,0.000554577,0.0001379972,0.000788275,0.0001272361,0.0003277069,0.00005995927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007447161,"about_ca_system_score_gemma":0.0001267713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003669205,"about_ca_topic_score_gemma":0.005927173,"domain_scores_codex":[0.9979663,0.0003834139,0.000566696,0.0003690627,0.0003417945,0.0003727288],"domain_scores_gemma":[0.9986086,0.0002908965,0.0003517796,0.0003513441,0.0002461087,0.0001513009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001775842,0.00008957155,0.9881849,0.000330883,0.0005007127,0.000001589156,0.00619706,0.0007001553,0.0001401063,0.001524526,0.002126146,0.00002674115],"study_design_scores_gemma":[0.001859295,0.0001544075,0.9758322,0.0001209177,0.0007661346,9.597633e-7,0.00770824,0.01318699,0.00004214721,0.00006614016,0.0001107314,0.0001517909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992296,0.0000366417,0.0003538134,0.000376909,0.00004796308,0.001120249,0.0002527226,0.00004916241,0.005466541],"genre_scores_gemma":[0.9659464,0.00003463709,0.0005340482,0.00003245112,0.00003774567,0.0000879423,0.0002375805,0.00001744955,0.0330717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02760516,"threshold_uncertainty_score":0.9997687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243067729957931,"score_gpt":0.4433145518686301,"score_spread":0.3190077788728369,"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."}}