{"id":"W4323809186","doi":"10.14740/gr1584","title":"Ischemic Reperfusion Injury After Liver Transplantation: Is There a Place for Conservative Management?","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Surgery; Orthotopic liver transplantation; Conservative management; Ischemia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005858112,0.0001257557,0.0002037254,0.0003397103,0.0001181868,0.00001483341,0.0001231271,0.0001087708,0.000557885],"category_scores_gemma":[0.00001358818,0.0001087142,0.00009693185,0.0002929094,0.0001695599,0.00006664415,0.00004354823,0.0002901153,0.0001798139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003983052,"about_ca_system_score_gemma":0.00002905113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001381039,"about_ca_topic_score_gemma":0.00001823735,"domain_scores_codex":[0.9985124,0.00011216,0.0002170971,0.0003526186,0.0003003866,0.0005053609],"domain_scores_gemma":[0.9993156,0.0001382631,0.00003042715,0.0002457153,0.000174221,0.00009581877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02769146,0.0001705434,0.7643754,0.003852379,0.000275649,0.001882265,0.003300887,5.712822e-7,0.007547325,0.0001859279,0.1895617,0.001155808],"study_design_scores_gemma":[0.00735429,0.003319724,0.8781831,0.0006172762,0.0003339987,0.0004950426,0.001432007,0.0004042053,0.08659863,0.0003018944,0.02071059,0.0002492053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904901,0.00005851741,0.0009229906,0.006201703,0.00006790298,0.001062135,0.0001622411,0.0001682771,0.0008661625],"genre_scores_gemma":[0.978466,0.005827102,0.002500052,0.002533272,0.0001058143,0.0006416825,0.0001966812,0.00003934109,0.009690032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688511,"threshold_uncertainty_score":0.610845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615859101061574,"score_gpt":0.375100710594417,"score_spread":0.3289421195838012,"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."}}