{"id":"W2781551301","doi":"10.1111/ctr.13187","title":"The impact of donor liver allograft fibrosis on patients undergoing liver transplantation","year":2018,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Fibrosis; Gastroenterology; Liver transplantation; Transplantation; Stage (stratigraphy); Surgery; 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":[0.0004244385,0.0002174007,0.0003371428,0.0001062136,0.0002148761,0.00002646908,0.0001362284,0.0002038704,0.0001397852],"category_scores_gemma":[0.00007482996,0.0001396278,0.0004487786,0.0002081156,0.0003312274,0.0001441185,0.00000393312,0.0002397709,0.00007295377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004920514,"about_ca_system_score_gemma":0.000102087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000828223,"about_ca_topic_score_gemma":0.0001107774,"domain_scores_codex":[0.9980752,0.0001703184,0.000824362,0.0003238359,0.0003443478,0.0002618762],"domain_scores_gemma":[0.9977106,0.001403765,0.0002413709,0.0002698103,0.0002337737,0.000140682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01717413,0.001426971,0.9390497,0.002337679,0.0005503942,0.000122165,0.003117854,0.00002826213,0.001148253,0.001194655,0.0009354336,0.03291455],"study_design_scores_gemma":[0.00403638,0.005014854,0.9748949,0.0003896911,0.0005314751,0.00002977216,0.00002874237,0.0002313617,0.01445436,0.0001288357,0.00008588761,0.000173748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909483,0.00005590988,0.006126443,0.0001343721,0.0002364437,0.0006395256,0.0001470307,0.0001118685,0.001600157],"genre_scores_gemma":[0.9709717,0.02632872,0.001788503,0.0002430868,0.0001946687,0.00001356338,0.0003169679,0.0000307727,0.000112037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03584524,"threshold_uncertainty_score":0.5693857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919321838842824,"score_gpt":0.3683401103306775,"score_spread":0.3291468919422492,"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."}}