{"id":"W4214591600","doi":"10.1016/j.jhepr.2022.100461","title":"Molecular epidemiology and clinical characteristics of hepatitis D virus infection in Canada","year":2022,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; University of Ottawa; University of Toronto; University of Alberta; McGill University; University of Calgary; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Medicine; Hepatitis D virus; HBsAg; Internal medicine; Cohort; Epidemiology; Cirrhosis; Hepatitis D; Hepatitis B virus; Liver disease; Genotype; Virology; Virus; Biology","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":[0.000906242,0.00007901934,0.000551242,0.00006133045,0.00004772799,8.233154e-7,0.0000164734,0.00003550171,0.00009114559],"category_scores_gemma":[0.002178462,0.00008189873,0.00004671881,0.0001094433,0.0000600169,0.00001588047,0.000114918,0.0002442722,3.507422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442582,"about_ca_system_score_gemma":0.0006230965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9856877,"about_ca_topic_score_gemma":0.9690458,"domain_scores_codex":[0.998282,0.0002217744,0.0009566434,0.0002239049,0.000152578,0.0001630896],"domain_scores_gemma":[0.9990683,0.0002143302,0.0003847243,0.0002088373,0.00004988624,0.00007392344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001870981,0.00005477373,0.9909879,0.00003197637,0.00004231339,0.003326687,0.00002772105,0.000007522857,0.00009929962,0.00002074745,0.0005501604,0.00483221],"study_design_scores_gemma":[0.0001556004,0.0001779695,0.9931537,0.00001691163,0.00003813771,0.0005081529,0.000004575818,0.0001437988,0.00007138249,0.00009921687,0.005567579,0.00006299028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982148,0.0002700473,0.00002405562,0.0002950729,0.0005680011,0.0001997524,0.00001774226,0.000009332674,0.0004012397],"genre_scores_gemma":[0.9974666,0.001528575,0.00008806316,0.0007780835,0.0000371551,0.00003659062,0.00002460847,0.00001036313,0.00002996347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664187,"threshold_uncertainty_score":0.3339733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231127326058857,"score_gpt":0.3279446422088672,"score_spread":0.2956333689482786,"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."}}