{"id":"W4225297404","doi":"10.3138/canlivj-2021-0029","title":"The mean attributable health care costs associated with hepatitis B virus in Ontario, Canada: A matched cohort study","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University Health Network; Toronto General Hospital; Centre for Global Health Research; University of Toronto; Public Health Ontario; Toronto Public Health","funders":"","keywords":"Medicine; Cohort; Hepatitis B virus; Demography; Cohort study; Incidence (geometry); Health care; Population; Hepatitis B; Internal medicine; Environmental health; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009527482,0.0002014896,0.0005389313,0.0001840819,0.002255927,0.00006733542,0.0002197619,0.00003099013,0.0007316492],"category_scores_gemma":[0.0001333564,0.0001626986,0.0000454962,0.0004115032,0.00005368728,0.00006399654,0.00006298572,0.001316272,0.000003367369],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.05887,"about_ca_system_score_gemma":0.03602688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999842,"about_ca_topic_score_gemma":0.9999999,"domain_scores_codex":[0.9971337,0.0004285295,0.00042987,0.0002494634,0.0008650391,0.0008934386],"domain_scores_gemma":[0.9982718,0.0001045817,0.0002087169,0.0002500886,0.0003008881,0.000863958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000457741,0.00005430365,0.9498608,0.0000033685,0.0003527865,0.00425303,0.008616258,0.00003190734,4.934295e-7,0.000006312204,0.03632795,0.0004470586],"study_design_scores_gemma":[0.001404079,0.0007641551,0.9619278,0.00006128859,0.00007908555,0.000313141,0.006806035,0.00001395147,0.000001286135,0.00000176226,0.02846411,0.0001633038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932922,0.001836005,7.501278e-7,0.002087511,0.0003722592,0.001152344,0.0002696881,0.00001151964,0.0009777055],"genre_scores_gemma":[0.9958751,0.0001600312,0.00001209319,0.002565657,0.00005131359,0.0001066916,0.00005563379,0.0000339653,0.001139499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284312,"threshold_uncertainty_score":0.999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493298330000198,"score_gpt":0.2255981359576997,"score_spread":0.2106651526576977,"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."}}