{"id":"W2619827413","doi":"10.1111/pan.13162","title":"Incidence and predictors of massive bleeding in children undergoing liver transplantation: A single‐center retrospective analysis","year":2017,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Blood product; Perioperative; Incidence (geometry); Surgery; Retrospective cohort study; Single Center; Transplantation; Population; Blood transfusion; Model for End-Stage Liver Disease; Logistic regression; 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":[0.0001330208,0.0001255689,0.0003396055,0.0003625358,0.00009311536,0.00003024941,0.0001019276,0.00008556108,0.00002893806],"category_scores_gemma":[0.00003926484,0.0001135682,0.00009236409,0.0002618018,0.00007608038,0.0002027089,0.00001025921,0.0001153029,0.000001324379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005078189,"about_ca_system_score_gemma":0.0000406114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001335504,"about_ca_topic_score_gemma":0.00006088959,"domain_scores_codex":[0.9991051,0.00002171057,0.0002697076,0.0002386124,0.0002174638,0.0001474228],"domain_scores_gemma":[0.9993707,0.00006276722,0.0002402152,0.0002003462,0.00005780353,0.00006814726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005751321,0.00005297973,0.9985397,0.0002051676,0.00009059197,0.000197069,0.0006981583,0.000003073269,0.00003014776,0.00007171322,0.000006310469,0.00004758854],"study_design_scores_gemma":[0.0009048996,0.0001343462,0.9960469,0.00005183383,0.001601048,0.0003233782,0.00003712664,0.00004745023,0.0007158388,0.00003426449,7.510288e-7,0.0001021576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983654,0.0002024491,0.0006673312,0.0002555103,0.00001158148,0.0002311439,0.000007273106,0.00003540179,0.0002238981],"genre_scores_gemma":[0.9922549,0.006535599,0.0009890069,0.00005031762,0.0001007585,0.000005562958,0.00001796562,0.00001228892,0.00003361301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00633315,"threshold_uncertainty_score":0.4631175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008563617675765802,"score_gpt":0.2428333386231322,"score_spread":0.2342697209473664,"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."}}