{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004257,0.0003868435,0.0004112439,0.001323728,0.001143478,0.0007904089,0.0004273195,0.0007668396,0.001753844],"category_scores_gemma":[0.002136678,0.0006576681,0.0002952807,0.001165035,0.000674116,0.000754135,0.0006131314,0.0007978817,0.0004121798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005306342,"about_ca_system_score_gemma":0.0005919213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770835,"about_ca_topic_score_gemma":0.0174698,"domain_scores_codex":[0.999358,0.0001858641,0.00005349167,0.0001282563,0.0001464334,0.0001280186],"domain_scores_gemma":[0.9984781,0.0002337036,0.0003053097,0.00007449042,0.0002488421,0.0006595119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009929103,0.0002933365,0.9980407,0.000009440192,0.00002162679,0.000210311,0.0003170067,0.00001059692,0.0002204891,0.000006327494,0.00007822578,0.0006926476],"study_design_scores_gemma":[0.00003959333,0.0004326918,0.9976059,0.00001118363,0.00002186118,0.0009235844,0.0006286276,0.000110428,0.0000441637,0.00001191411,0.0001611308,0.000008868518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996427,0.00005190416,0.00002086551,0.0000198553,0.000003070814,0.00001294647,0.00005491266,0.000001618504,0.0001920814],"genre_scores_gemma":[0.99962,0.00006090981,0.00004717814,0.00004543472,0.000007979318,0.00001155886,0.0001157129,0.000001231632,0.00009002135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01770835,"threshold_uncertainty_score":0.03521055,"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."}}