{"id":"W6945341392","doi":"10.25384/sage.c.6649069","title":"Acceptability of an existing online sexually transmitted and blood-borne infection testing model among gay, bisexual and other men who have sex with men in Ontario, Canada","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Toronto; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Poisson regression; Men who have sex with men; Immigration; Confidence interval; Transmission (telecommunications); Stigma (botany); Ethnic group; Test (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006301512,0.0006866679,0.0008211664,0.0008946647,0.002611061,0.00295476,0.002366759,0.000604127,0.005651496],"category_scores_gemma":[0.01552213,0.0004682665,0.002164492,0.001386609,0.001139461,0.001069824,0.001605294,0.001497292,0.0003183472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03638195,"about_ca_system_score_gemma":0.0360656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803004,"about_ca_topic_score_gemma":0.9749861,"domain_scores_codex":[0.9968233,0.001227768,0.0001759213,0.0004207313,0.0005949326,0.0007573222],"domain_scores_gemma":[0.9920704,0.002600233,0.001318374,0.0003359518,0.002135844,0.001539152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002702658,0.0002847666,0.9843705,0.00008638798,0.0001441654,0.00009218062,0.002773961,0.001590486,0.00005484089,0.0005648264,0.001305031,0.008462605],"study_design_scores_gemma":[0.0001116556,0.0005518639,0.9297433,0.0003663248,0.0003596093,0.0001390316,0.01107735,0.05345193,0.00008677885,0.0008759132,0.003159736,0.00007650703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938544,0.0002550162,0.0007655869,0.00103008,0.00001633137,0.0003046546,0.001598416,0.00001828186,0.00215721],"genre_scores_gemma":[0.9962763,0.0001869422,0.00112842,0.0001124949,0.000008970615,0.0001520148,0.001042724,0.000007519085,0.001084456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03638195,"threshold_uncertainty_score":0.2639707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005109078512213,"score_gpt":0.3333270037910993,"score_spread":0.232816095939878,"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."}}