{"id":"W2099911432","doi":"10.1002/lt.24115","title":"Liver transplantation in patients with end‐stage liver disease requiring intensive care unit admission and intubation","year":2015,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Liver transplantation; Intubation; Intensive care unit; Transplantation; Mechanical ventilation; Anesthesia; Intensive care; Liver disease; Surgery; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001149783,0.0003151476,0.0002746707,0.0003690231,0.0001038768,0.00004616444,0.00006876767,0.0001314567,0.00007188899],"category_scores_gemma":[0.00001425285,0.0002816942,0.00005672968,0.0002864811,0.00009008977,0.0009880189,0.000007113608,0.0002310434,0.00002882146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324457,"about_ca_system_score_gemma":0.0002033627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00050318,"about_ca_topic_score_gemma":0.000398241,"domain_scores_codex":[0.9980922,0.000140075,0.000356148,0.0005130369,0.0006018289,0.0002967056],"domain_scores_gemma":[0.998409,0.00007551081,0.000120021,0.0001891441,0.0007134303,0.0004928689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0204462,0.0002377106,0.9021387,0.005227156,0.0001309918,0.002909946,0.0622648,0.0003304084,0.0001642116,0.000272325,0.00001062658,0.005867004],"study_design_scores_gemma":[0.01113883,0.0008858819,0.979907,0.001240512,0.001673897,0.00004805643,0.002210506,0.001206824,0.001277255,0.00002252192,0.00002713364,0.0003615259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947144,0.0006974192,0.002521082,0.00006515903,0.00009393798,0.001137188,0.0003375166,0.00009713152,0.0003361084],"genre_scores_gemma":[0.9894242,0.003671154,0.0003887228,0.0002797565,0.0000571723,0.00004633723,0.00601722,0.00004319766,0.00007218339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07776843,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242174477130596,"score_gpt":0.2526523164349501,"score_spread":0.2302305716636441,"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."}}