{"id":"W2012027960","doi":"10.1097/00002030-200208160-00011","title":"Increases in HIV incidence among men who have sex with men undergoing repeat diagnostic HIV testing in Ontario, Canada","year":2002,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; University of Toronto","funders":"","keywords":"Human immunodeficiency virus (HIV); Men who have sex with men; Medicine; Incidence (geometry); Sida; Male Homosexuality; Demography; Viral disease; Family medicine; Syphilis","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":[0.0003646813,0.0002428389,0.0002724077,0.001125605,0.0009976955,0.0006378441,0.0008226117,0.0003214786,0.001293487],"category_scores_gemma":[0.001790826,0.0002735602,0.0004438829,0.001454597,0.000362594,0.0002710406,0.0004693231,0.0003882974,0.000108806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01658614,"about_ca_system_score_gemma":0.01013236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899867,"about_ca_topic_score_gemma":0.9920657,"domain_scores_codex":[0.999373,0.00003983435,0.00002985618,0.000077588,0.0003272127,0.000152461],"domain_scores_gemma":[0.9986295,0.00007442949,0.0004666702,0.00003038296,0.0005808048,0.0002183342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003622452,0.00001102417,0.9949967,0.00002805989,0.00003438531,0.00006572869,0.0002784393,0.0001328096,0.0001509639,0.00003430146,0.0006961979,0.003535328],"study_design_scores_gemma":[0.000003720369,0.000008092848,0.9992435,0.00001141733,0.000009121788,0.00004120472,0.0001335822,0.0002020428,0.00002496355,0.000005327302,0.0003146285,0.000002524901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921382,0.001738921,0.0002336634,0.000579782,0.00001243707,0.00003817751,0.003139952,0.00003665701,0.002082192],"genre_scores_gemma":[0.9975648,0.0004916213,0.0001744836,0.00005278241,0.000006361764,0.00001037656,0.0009192753,0.000003249971,0.0007769689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658614,"threshold_uncertainty_score":0.1203414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940789259001589,"score_gpt":0.2539418236217086,"score_spread":0.2345339310316928,"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."}}