{"id":"W3170670536","doi":"10.1007/s10461-021-03336-3","title":"Measures of HIV Pre-exposure Prophylaxis Uptake Among Gay, Bisexual, and Other Men Who Have Sex with Men in Canada and Demographic Disparities Among Those at Elevated Likelihood for HIV Acquisition","year":2021,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Toronto Metropolitan University; University of Toronto; Public Health Agency of Canada; University of Windsor; University of Victoria; Community Based Research Centre; Université du Québec à Montréal; Ontario HIV Treatment Network","funders":"Consumers, Health, Agriculture and Food Executive Agency; Michael Smith Health Research BC","keywords":"Health psychology; Human immunodeficiency virus (HIV); Public health; Men who have sex with men; Pre-exposure prophylaxis; Medicine; Male Homosexuality; Clinical psychology; Psychology; Demography; Gerontology; Virology; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002095661,0.0001689826,0.0003595555,0.000149647,0.0001087856,0.00004203043,0.00004372344,0.00008324646,0.00006288275],"category_scores_gemma":[0.00003949393,0.0001284128,0.00004201141,0.0001743683,0.0002276261,0.0001287486,0.00005683156,0.0001446076,8.934026e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005942708,"about_ca_system_score_gemma":0.0001893073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1757179,"about_ca_topic_score_gemma":0.640839,"domain_scores_codex":[0.9987041,0.00007790065,0.0002964083,0.0003212423,0.0002980536,0.000302303],"domain_scores_gemma":[0.9993086,0.00004528289,0.00007283036,0.0001829332,0.0001776945,0.0002126925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101949,0.0001896671,0.9806332,0.0003039453,0.00008746969,0.00004282487,0.0004188212,2.582838e-7,0.005993298,0.000007356284,0.002271,0.009841994],"study_design_scores_gemma":[0.002282841,0.002809647,0.9855552,0.0004723913,0.0002394725,0.00002440442,0.002287048,0.0003639548,0.005680477,0.00001273906,0.0001218437,0.0001499253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970802,0.001374026,0.00005409286,0.00009833281,0.000004266566,0.0008178824,0.0003406835,0.000009983644,0.0002205136],"genre_scores_gemma":[0.9905573,0.0001858774,0.0001609347,0.00001958994,0.00001970909,0.0002664148,0.00009062732,0.00002593657,0.008673668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4651211,"threshold_uncertainty_score":0.8297711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462310813912307,"score_gpt":0.2889755410091601,"score_spread":0.2643524328700371,"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."}}