{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006378924,0.000249339,0.0006246796,0.003110831,0.00364567,0.002069729,0.001878982,0.0004010863,0.002047268],"category_scores_gemma":[0.02061408,0.0003309245,0.0007464802,0.007632698,0.002011227,0.0004991471,0.001751198,0.0007543403,0.0001332034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08790411,"about_ca_system_score_gemma":0.1610849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996031,"about_ca_topic_score_gemma":0.9966317,"domain_scores_codex":[0.9911125,0.001587205,0.0006596193,0.001203801,0.003210743,0.002226136],"domain_scores_gemma":[0.9806365,0.003702249,0.002510023,0.0006816372,0.009641867,0.002827742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000214705,0.00004796275,0.933921,0.0008448015,0.0004520867,0.0002580483,0.007664839,0.001660004,0.0004892366,0.003260165,0.009907533,0.0412795],"study_design_scores_gemma":[0.00001508423,0.00002901067,0.9843693,0.0004277589,0.000080767,0.00009110431,0.004870204,0.0009338632,0.0001455221,0.000343982,0.008649554,0.00004385216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328234,0.01486986,0.003131941,0.01131762,0.0001865,0.0004659197,0.01569519,0.0001919621,0.02131758],"genre_scores_gemma":[0.9949788,0.001653481,0.0007704064,0.0004987979,0.000008426217,0.00004668132,0.001236878,0.00002142128,0.0007850468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9120959,"threshold_uncertainty_score":0.637792,"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."}}