{"id":"W4367048533","doi":"10.1093/heapro/daad029","title":"First-time testers in the GetaKit study: conceptualizing new paths to care for gbMSM","year":2023,"lang":"en","type":"article","venue":"Health Promotion International","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario HIV Treatment Network; University of Ottawa","funders":"Ontario HIV Treatment Network","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Test (biology); Population; Medicine; Demography; Indigenous; Gerontology; Hiv test; Family medicine; Environmental health; Psychology; Health services; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007828578,0.0005276413,0.0003569808,0.002283856,0.00816033,0.006390091,0.002839979,0.001845254,0.002638304],"category_scores_gemma":[0.01013692,0.00053479,0.0008700528,0.001356705,0.00950037,0.004965863,0.00837271,0.004531199,0.0002183486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01536824,"about_ca_system_score_gemma":0.03777412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3321631,"about_ca_topic_score_gemma":0.5625434,"domain_scores_codex":[0.9953771,0.002454004,0.0001321573,0.0002122723,0.0004900024,0.001334415],"domain_scores_gemma":[0.993648,0.0009485447,0.0007435399,0.0001604883,0.0004632242,0.004036112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001193809,0.0003902709,0.5693048,0.0001565621,0.00003558485,0.001108249,0.3817965,0.0001097966,0.0002278978,0.01953563,0.004529511,0.02268582],"study_design_scores_gemma":[0.00005584655,0.0003930049,0.2241963,0.001037439,0.00007033217,0.0007825126,0.741644,0.0008071997,0.0001216075,0.01093933,0.01986545,0.00008688401],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389858,0.001831503,0.001535696,0.03412163,0.0001632121,0.0002786097,0.0002080507,0.00002641185,0.02284913],"genre_scores_gemma":[0.992018,0.001291575,0.001661681,0.002964181,0.00002847667,0.0001314699,0.0002132136,0.00001494598,0.00167657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3321631,"threshold_uncertainty_score":0.6604594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124362515177702,"score_gpt":0.4572495122544721,"score_spread":0.3448132607367019,"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."}}