{"id":"W2000219589","doi":"10.1002/lt.20757","title":"Anonymous pilot study of hepatitis C virus prevalence in liver transplant surgeons","year":2006,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Hepatitis C virus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver transplantation; Hepatitis C virus; Hepatitis C; Cirrhosis; Transmission (telecommunications); Transplantation; Population; Internal medicine; Blood transfusion; Surgery; Immunology; Virus; Environmental health","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":[0.0002692688,0.0001788808,0.0003355325,0.0003581603,0.00005108827,0.00001219088,0.0001153992,0.00006380513,0.0003415155],"category_scores_gemma":[0.00001012414,0.0001789291,0.00005042797,0.0003980458,0.00007100209,0.0001894393,0.000006247176,0.0002319383,0.000049645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007698387,"about_ca_system_score_gemma":0.00008820098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1241876,"about_ca_topic_score_gemma":0.13418,"domain_scores_codex":[0.997944,0.000226448,0.0005198198,0.0003455777,0.0006384059,0.0003257669],"domain_scores_gemma":[0.9993273,0.000176129,0.00007454796,0.0002342844,0.000105671,0.00008207908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001289663,0.00314152,0.9652078,0.001381158,0.000036536,0.003120307,0.003345775,0.00009001442,0.02038428,0.00008107864,0.00003463596,0.001887286],"study_design_scores_gemma":[0.003280462,0.002761552,0.9838679,0.0003262699,0.0001900232,0.00007850504,0.00003462367,0.001012441,0.008243543,0.00001295668,0.00002847075,0.0001632872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952316,0.0002635105,0.0004954738,0.00002140283,0.00005440623,0.001218214,0.0002780815,0.00005038506,0.002386986],"genre_scores_gemma":[0.9902623,0.008933426,0.0001690091,0.00002487059,0.00003266583,0.00007933362,0.0001570739,0.00002644745,0.0003148612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866012,"threshold_uncertainty_score":0.8816445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232074225271151,"score_gpt":0.2839406555002992,"score_spread":0.2516199132475876,"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."}}