{"id":"W4236403595","doi":"10.1002/hep.26877","title":"Viral Hepatitis and Transplant","year":2013,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Virology; Viral hepatitis; Hepatitis C; Intensive care 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":[0.00006983691,0.000115715,0.0004306155,0.00004989737,0.00006943622,0.000004299631,0.000032687,0.0001297617,0.0008134809],"category_scores_gemma":[0.00007353834,0.00009196362,0.0000493449,0.00004105417,0.000179713,0.00004250966,0.00002993454,0.0001349088,0.0003746944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002118125,"about_ca_system_score_gemma":0.00002331572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342573,"about_ca_topic_score_gemma":0.001458656,"domain_scores_codex":[0.9991072,0.00006256525,0.000234113,0.0002211843,0.0000498704,0.0003250934],"domain_scores_gemma":[0.9995359,0.0001116668,0.0000337768,0.0001438904,0.00003993474,0.0001348797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001742837,0.00002265097,0.9784607,0.00002956345,0.00004481175,0.00008134743,0.0001148578,3.848175e-8,0.0003394846,0.0024849,0.01281817,0.005586023],"study_design_scores_gemma":[0.0009122257,0.0005070459,0.943628,0.00002283494,0.00006849645,0.001150812,0.00002372265,0.002519312,0.0001246908,0.001776567,0.04910475,0.0001615483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852453,0.0007978604,0.0002543324,0.006650086,0.000187382,0.0002263289,0.000007142983,0.00006074666,0.006570825],"genre_scores_gemma":[0.9828513,0.008804618,0.0008810374,0.007003329,0.00008095525,0.00006803928,0.00001265328,0.00001234868,0.0002857738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03628658,"threshold_uncertainty_score":0.993144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062665801910797,"score_gpt":0.2701139057431762,"score_spread":0.2494872477240682,"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."}}