{"id":"W3112077244","doi":"10.23889/ijpds.v5i5.1466","title":"Prevalence of Blood-Borne Viral Infections (HIV, HBV, HCV) Among People Seeking Fertility Services in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Population; Incidence (geometry); Viral hepatitis; Hepatitis C; Cumulative incidence; Family medicine; Interquartile range; Public health; Demography; Viral load; Environmental health; Cohort; Immunology; Internal medicine; Human immunodeficiency virus (HIV); Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007804771,0.0001219085,0.0002020064,0.0002157422,0.0001765057,0.000102381,0.001127845,0.0000377087,0.0001704379],"category_scores_gemma":[0.0009295958,0.0001160003,0.00003962539,0.0004191785,0.00009042469,0.001910997,0.0003138624,0.0003311806,0.000001982993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004718415,"about_ca_system_score_gemma":0.001508862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7621315,"about_ca_topic_score_gemma":0.9570591,"domain_scores_codex":[0.9974657,0.0000328961,0.0006519803,0.0004054713,0.001187581,0.0002563365],"domain_scores_gemma":[0.9983779,0.00008989353,0.0003791974,0.0003256192,0.0005748068,0.0002526526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008903664,0.00008931997,0.9948928,0.00006577247,0.00002664601,0.00001093357,0.001223485,0.001245193,0.001238224,0.00006235368,0.0001244759,0.000931767],"study_design_scores_gemma":[0.000696134,0.00008172748,0.9528489,0.0001728939,0.00005642894,0.00004006584,0.0004238047,0.04475775,0.0002975674,0.0000993897,0.0004296598,0.00009570106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957981,0.00002246732,0.0011439,0.001518695,0.0007115253,0.000261678,0.0003538277,0.0000146273,0.0001752585],"genre_scores_gemma":[0.9978986,0.00001081927,0.001295595,0.0002537879,0.0001422697,0.000005186775,0.0002655259,0.0000090506,0.0001191379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1949276,"threshold_uncertainty_score":0.4730357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05222707532554166,"score_gpt":0.3513602107850655,"score_spread":0.2991331354595239,"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."}}