{"id":"W4385271502","doi":"10.3138/canlivj-2022-0029","title":"Province-to-province variability in hepatitis C testing, care, and treatment across Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto; Sunnybrook Hospital; York University; Western University","funders":"Gilead Sciences","keywords":"Medicine; Legislation; Hepatitis C virus; Legislature; Test (biology); Family medicine; Equity (law); Hepatitis C; Health care; Pharmacy; Venipuncture; Nursing; Political science; Immunology; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000536224,0.0001585899,0.0002647376,0.0001981666,0.0002904849,0.00008812286,0.0001262682,0.00007388003,0.000124196],"category_scores_gemma":[0.001214833,0.0001481675,0.00002987927,0.000535349,0.00007456215,0.00008920307,0.00004491197,0.0003751952,0.00004080607],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007286083,"about_ca_system_score_gemma":0.01969225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970741,"about_ca_topic_score_gemma":0.9998984,"domain_scores_codex":[0.9980409,0.0001461516,0.0002699629,0.0003036816,0.0003672953,0.0008720343],"domain_scores_gemma":[0.9973574,0.0001969498,0.00003949197,0.0002405312,0.0002328815,0.001932768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000123633,0.000008551769,0.7273113,0.00003639166,0.00001679867,0.007547779,0.000731745,0.00001686024,0.00001978185,0.000005678676,0.003523414,0.2607694],"study_design_scores_gemma":[0.0007768319,0.0004211008,0.9047077,0.0001301119,0.00001181381,0.0002302278,0.000281739,0.0008450858,0.00006078101,0.00001009375,0.09237123,0.00015326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941468,0.0001808218,0.000004881523,0.001107934,0.0001570007,0.0005769114,0.0003094579,0.00001849122,0.003497663],"genre_scores_gemma":[0.9975266,0.0002429776,0.0004375903,0.000519318,0.0001907862,0.00002379694,0.00001562158,0.00002620804,0.001017068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2606162,"threshold_uncertainty_score":0.9965248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582309562982205,"score_gpt":0.2966203966738974,"score_spread":0.2607973010440753,"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."}}