{"id":"W3135105090","doi":"10.1002/lt.26052","title":"Physiologic Reserve Assessment and Application in Clinical and Research Settings in Liver Transplantation","year":2021,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Liver transplantation; Intensive care medicine; Transplantation; 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":[0.001717494,0.0003835341,0.001263925,0.0007054797,0.0001027123,0.00006008143,0.0001105308,0.000582547,0.00002017612],"category_scores_gemma":[0.00001257769,0.0003526953,0.0001862342,0.0007339389,0.0002124079,0.0003174279,0.00001826229,0.001188423,0.00001458386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138688,"about_ca_system_score_gemma":0.0003909907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000649094,"about_ca_topic_score_gemma":0.0005983243,"domain_scores_codex":[0.9954954,0.001445167,0.001119211,0.001027987,0.0005180688,0.0003941064],"domain_scores_gemma":[0.9981893,0.001035669,0.0001931731,0.0002736655,0.0001360783,0.0001720828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000817681,0.0007889245,0.02327537,0.2129361,0.0003837505,0.0069252,0.004513863,0.000006430596,0.00004239307,0.001453273,0.00002665109,0.7488303],"study_design_scores_gemma":[0.0104086,0.000893759,0.8796604,0.08260918,0.009939842,0.002039677,0.0006625141,0.001849134,0.0000395585,0.0004384935,0.0101053,0.001353482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0624304,0.933628,0.0004468866,0.00007542719,0.00006983554,0.002718002,0.0002284306,0.00004396373,0.0003590604],"genre_scores_gemma":[0.03958163,0.9541792,0.0006033333,0.00006203449,0.0001145577,0.0003823036,0.00501057,0.00004283072,0.00002359142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8563851,"threshold_uncertainty_score":0.9998925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188472636075834,"score_gpt":0.4645499809735057,"score_spread":0.3457027173659224,"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."}}