{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007625538,0.00008970234,0.0001618464,0.0003429123,0.0001779281,0.00004538669,0.0002019993,0.00003244212,0.000498482],"category_scores_gemma":[0.0006406085,0.0000700893,0.0000935194,0.0003853207,0.00001967434,0.00009555473,0.00005061224,0.0001615801,0.0004903713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790481,"about_ca_system_score_gemma":0.0002537091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746332,"about_ca_topic_score_gemma":0.000770379,"domain_scores_codex":[0.9984608,0.0001208654,0.000377022,0.000242117,0.0004909457,0.0003083097],"domain_scores_gemma":[0.9992146,0.0001492181,0.00006775702,0.000169925,0.0002136069,0.0001848851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002788359,0.001688183,0.034091,0.0006964235,0.0001516073,0.00005284669,0.1283171,0.000203488,0.0001845711,0.002272353,0.7446073,0.08745623],"study_design_scores_gemma":[0.01113432,0.0315441,0.2024608,0.002596221,0.0000374794,0.00006150494,0.06594969,0.022427,0.00007880134,0.0008317578,0.6624721,0.0004062581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6312997,0.0002686919,0.01151251,0.3322682,0.001037788,0.01534795,0.0003801079,0.0003695038,0.007515541],"genre_scores_gemma":[0.9706005,0.00002627527,0.0008413928,0.001630249,0.0006333215,0.001158995,0.000533978,0.00002848349,0.02454677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3393009,"threshold_uncertainty_score":0.6302894,"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."}}