{"id":"W4210320780","doi":"10.3138/canlivj-2021-0008","title":"Seroprevalence of hepatitis B in previously undiagnosed patients: A community screening study","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seroprevalence; Medicine; Virology; Environmental health; Family medicine; Immunology; Serology; Antibody","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":[0.0008271643,0.0001209321,0.0003352461,0.0004708377,0.0006797369,0.00001563079,0.0002468539,0.00002521361,0.0007387607],"category_scores_gemma":[0.0004632978,0.0001304886,0.00006796497,0.0003980914,0.00006670411,0.0001099931,0.0001302549,0.001142988,0.000005500556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024033,"about_ca_system_score_gemma":0.0006458742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6169621,"about_ca_topic_score_gemma":0.8565432,"domain_scores_codex":[0.9978752,0.0007982422,0.0004184836,0.0001165934,0.0004218637,0.0003696696],"domain_scores_gemma":[0.9988456,0.0001268346,0.0001606657,0.000256749,0.0002134293,0.0003967474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003182856,0.000405994,0.9803613,0.00003480897,0.00007860859,0.0006849695,0.01265466,0.00005904832,0.000002798258,0.000003977558,0.001582738,0.00409922],"study_design_scores_gemma":[0.001907388,0.001661648,0.9911414,0.000163477,0.00006634269,0.00009667928,0.003719602,0.00008126591,0.000003247575,0.00001113467,0.001040743,0.0001070225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979774,0.0005103383,0.000005663647,0.0001437554,0.0001435168,0.0006501951,0.00007992348,0.000007599475,0.0004815508],"genre_scores_gemma":[0.9988165,0.0002570724,0.0002065829,0.0005382582,0.00003788848,0.00003819326,0.000009110277,0.00001912584,0.00007730194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2395811,"threshold_uncertainty_score":0.8088911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03382319271737588,"score_gpt":0.2653183548492853,"score_spread":0.2314951621319095,"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."}}