{"id":"W2103425129","doi":"10.1080/13651820410016633","title":"Viral hepatitis and the surgeon","year":2005,"lang":"en","type":"article","venue":"HPB","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Viral hepatitis; Hepatitis A; Transmission (telecommunications); Virology; Hepatitis; Epidemiology; Hepatitis B; Viral disease; Intensive care medicine; Virus; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356151,0.00005453627,0.0001399639,0.00001707506,0.00007312575,0.000007973611,0.00002118304,0.00002111664,0.0001607668],"category_scores_gemma":[0.0001150613,0.0000325279,0.00002961088,0.00003456478,0.0001332582,0.00003065035,0.0000319246,0.00006654575,0.0001424197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001802827,"about_ca_system_score_gemma":0.00001229003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169239,"about_ca_topic_score_gemma":0.003219675,"domain_scores_codex":[0.9995867,0.00002478739,0.00009142121,0.00008161112,0.0001011075,0.0001143825],"domain_scores_gemma":[0.9997345,0.00007516976,0.00001707574,0.000114583,0.00002365608,0.00003507128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008981157,0.00002846804,0.7866677,0.00001895988,0.00005652571,0.00002235725,0.001150049,3.96836e-7,0.0001128602,0.001957215,0.03031514,0.1795805],"study_design_scores_gemma":[0.001853081,0.00005174808,0.673941,0.00002814844,0.00005070047,0.00003828957,0.00001809833,0.001319395,0.0001969825,0.00007785099,0.3223549,0.00006987083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976835,0.001863312,0.00007683146,0.005808407,0.00007968301,0.0001776773,0.000003898255,0.00004341199,0.0151118],"genre_scores_gemma":[0.9922981,0.001507877,0.0007083914,0.002259526,0.0002390092,0.0000159159,0.000001907806,0.000007518438,0.0029618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2920397,"threshold_uncertainty_score":0.3279255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473479397362347,"score_gpt":0.2598638226427118,"score_spread":0.2451290286690883,"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."}}