{"id":"W2757551921","doi":"10.1097/txd.0000000000000730","title":"Avoiding ICU Admission by Using a Fast-Track Protocol Is Safe in Selected Adult-to-Adult Live Donor Liver Transplant Recipients","year":2017,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Perioperative; Intensive care unit; Fast track; Liver transplantation; Liver disease; Pneumonia; Internal medicine; Subgroup analysis; Surgery; Transplantation; Emergency medicine; Confidence interval","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":[0.0003210949,0.000433155,0.000580085,0.000344218,0.0005433414,0.0001205902,0.0002845304,0.0002671215,0.0006027475],"category_scores_gemma":[0.0001092899,0.0003920714,0.0001540009,0.0003123172,0.00006037537,0.0004406472,0.000009572945,0.0005187455,0.0001248047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743587,"about_ca_system_score_gemma":0.0001516045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029517,"about_ca_topic_score_gemma":0.0004104232,"domain_scores_codex":[0.9973237,0.0001749236,0.0007380125,0.0006939563,0.0005302224,0.0005392018],"domain_scores_gemma":[0.9984928,0.0001244273,0.0002772153,0.0004312804,0.0003088805,0.0003654391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01518459,0.001341684,0.6262264,0.005050388,0.0002761843,0.001541593,0.05241661,0.00004549769,0.2784744,0.00004059539,0.00173154,0.01767054],"study_design_scores_gemma":[0.008871861,0.0005683,0.2471923,0.005235989,0.0004668585,0.0003364236,0.000200082,0.002077802,0.7336786,0.00001148309,0.0005506994,0.0008095887],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663926,0.00002084228,0.003347101,0.0006908458,0.0001336552,0.0270287,0.0005957615,0.0002546765,0.001535826],"genre_scores_gemma":[0.9882572,0.0009419536,0.004724436,0.0007780817,0.00007594975,0.004183113,0.000248266,0.00008192263,0.0007090643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4552042,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286589712425549,"score_gpt":0.3221603981543045,"score_spread":0.299294501030049,"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."}}