{"id":"W4410958155","doi":"10.1097/lvt.0000000000000647","title":"Hepatic hypoxia in donation after circulatory death: Physiology, clinical relevance, and future directions","year":2025,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Hypoxia (environmental); Liver transplantation; Intensive care medicine; Circulatory system; Organ donation; Donation; Physiology; Relevance (law); Clinical significance; Transplantation; Cardiology; Internal medicine; Oxygen","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":[0.0001366042,0.0001147939,0.0002103121,0.000211101,0.00004711661,0.000009091898,0.00002928195,0.0001619981,0.0000453281],"category_scores_gemma":[0.00000876171,0.0001069339,0.00006563301,0.0002071296,0.00005079645,0.0001259301,0.000003000276,0.0002052279,0.000007209694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003774111,"about_ca_system_score_gemma":0.00004182394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005759615,"about_ca_topic_score_gemma":0.0001456233,"domain_scores_codex":[0.9991299,0.00007824966,0.0003251943,0.0002547608,0.00009205948,0.0001198173],"domain_scores_gemma":[0.999615,0.0001472427,0.00004163581,0.000112365,0.00004164253,0.00004215081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337129,0.0002893831,0.9669812,0.003152399,0.00009151276,0.0001675436,0.001548498,0.000002714972,0.004023731,0.003303892,0.00006667958,0.01903526],"study_design_scores_gemma":[0.001433226,0.00005787459,0.9940636,0.0001968225,0.0002571362,0.00003847104,0.00003626636,0.0001190862,0.001115363,0.0004369696,0.002149743,0.00009544723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947017,0.001447803,0.001416006,0.0007151951,0.0003018725,0.000388223,0.00002569323,0.0001129571,0.0008905299],"genre_scores_gemma":[0.9226936,0.07450263,0.00155135,0.0008177444,0.0001077114,0.00004796341,0.0001079968,0.000009810296,0.0001611493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07305484,"threshold_uncertainty_score":0.4360638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123443543017241,"score_gpt":0.2980455334310201,"score_spread":0.285701179129296,"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."}}