{"id":"W4367603080","doi":"10.18332/popmed/165657","title":"Factors associated with intention to use self-sample collection for HIV and other sexually transmitted and blood-borne infections among men who have sex with men in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Population Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Men who have sex with men; Sample (material); Data collection; Demography; Medicine; Psychology; Gerontology; Environmental health; Family medicine; Statistics; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002755068,0.0002542099,0.0004977038,0.001331165,0.00150134,0.002001858,0.001396767,0.000660511,0.002704972],"category_scores_gemma":[0.01682176,0.000303525,0.0008004195,0.002425852,0.0007547663,0.0005363592,0.0006733147,0.001116798,0.0001477263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399412,"about_ca_system_score_gemma":0.03345048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823101,"about_ca_topic_score_gemma":0.9834532,"domain_scores_codex":[0.9981821,0.000413032,0.0002618837,0.0001389185,0.0006613186,0.0003427056],"domain_scores_gemma":[0.9870663,0.00454659,0.003048486,0.0003518451,0.003196072,0.00179064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008497223,0.00007070581,0.9853448,0.0003193643,0.0001563049,0.00004708437,0.001564753,0.00008955714,0.00003699146,0.0001073749,0.001608699,0.01056942],"study_design_scores_gemma":[0.000008707696,0.00003046412,0.9961689,0.0003565737,0.00008111857,0.00002472604,0.002269539,0.0002690376,0.00002797337,0.00003095531,0.0007200813,0.00001191437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976664,0.01122618,0.0002031102,0.003031227,0.0001033611,0.0002262228,0.00316173,0.00002192153,0.005362223],"genre_scores_gemma":[0.9945561,0.003070257,0.0002364327,0.000253463,0.000022507,0.00006065595,0.0006315316,0.000006254435,0.001162784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768988,"threshold_uncertainty_score":0.1015349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258126644696917,"score_gpt":0.2853777360032381,"score_spread":0.2595650715335464,"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."}}