{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006355104,0.0001990049,0.0002973719,0.001616618,0.002296549,0.001047825,0.001062456,0.0002757327,0.003645412],"category_scores_gemma":[0.00211908,0.0003170315,0.0005317904,0.003537382,0.0006589476,0.000375362,0.0007462462,0.0003733272,0.0002259612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02793395,"about_ca_system_score_gemma":0.03472108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996852,"about_ca_topic_score_gemma":0.9979482,"domain_scores_codex":[0.9989861,0.00006237202,0.00009436152,0.0001410151,0.0004239938,0.0002922764],"domain_scores_gemma":[0.9970642,0.000161214,0.0006874055,0.00005844819,0.001331437,0.0006973356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001631624,0.00001031513,0.9944464,0.00009807482,0.00002176581,0.00005009735,0.0006092811,0.00005449131,0.00008103958,0.00006575458,0.00176419,0.002782197],"study_design_scores_gemma":[0.000003294827,0.000009839896,0.9979867,0.00005497137,0.00001089874,0.00003453231,0.0008527122,0.00007980032,0.0000241286,0.00001030872,0.0009283756,0.00000455811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589398,0.002968903,0.0002366846,0.001565497,0.00003615128,0.0001559755,0.02915297,0.00003596894,0.006908001],"genre_scores_gemma":[0.9933695,0.001422665,0.0003362128,0.0003087629,0.0000127668,0.00005050837,0.002830974,0.000005688297,0.001662883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02793395,"threshold_uncertainty_score":0.2026759,"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."}}