{"id":"W2108605186","doi":"10.1007/bf03403969","title":"Estimates of the Number of Prevalent and Incident Human Immunodeficiency Virus (HIV) Infections in Canada, 2008","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Medicine; Men who have sex with men; Human immunodeficiency virus (HIV); Incidence (geometry); Demography; Public health; Gerontology; Immunology; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006901418,0.000508026,0.0004800617,0.003411284,0.001457699,0.001439876,0.001632925,0.0004273071,0.002242787],"category_scores_gemma":[0.003162432,0.0004951967,0.000894966,0.005665995,0.0004006502,0.000516944,0.0006402392,0.001128057,0.0003156246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04636663,"about_ca_system_score_gemma":0.04799635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983187,"about_ca_topic_score_gemma":0.9986328,"domain_scores_codex":[0.9990596,0.00005059685,0.0001022607,0.0001052734,0.0005048958,0.0001773546],"domain_scores_gemma":[0.9971882,0.0001050838,0.0003473349,0.00004115315,0.001993185,0.0003251463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001992623,0.00005048403,0.9172392,0.0006826338,0.0004189216,0.0001622093,0.000643691,0.002447433,0.0001862801,0.001000221,0.04735117,0.0296184],"study_design_scores_gemma":[0.00002594842,0.00001734355,0.9831864,0.0001628933,0.00014306,0.0001519097,0.00071507,0.001730678,0.0001362246,0.0001041061,0.01359554,0.00003093656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5785186,0.02829343,0.001783866,0.004724843,0.000225153,0.0002469803,0.368775,0.000562486,0.01686959],"genre_scores_gemma":[0.9038646,0.01843744,0.003325518,0.0008244166,0.00006662987,0.0001118622,0.06063281,0.00003786404,0.01269896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04636663,"threshold_uncertainty_score":0.3364151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267157137061166,"score_gpt":0.3475250013113713,"score_spread":0.3148534299407597,"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."}}