{"id":"W4391848643","doi":"10.1016/j.trre.2024.100835","title":"Prehabilitation in patients awaiting liver transplantation","year":2024,"lang":"en","type":"review","venue":"Transplantation Reviews","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Prehabilitation; Liver transplantation; Transplantation; Surgery; Intensive care medicine; Physical therapy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007924229,0.0004610893,0.001894647,0.0007087863,0.00005911375,0.00003632125,0.0000922716,0.0003056006,0.0001556084],"category_scores_gemma":[0.00003759797,0.0003660459,0.0005602165,0.0007146374,0.00003194085,0.0001653923,0.000004196394,0.0006853927,0.0009409909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748699,"about_ca_system_score_gemma":0.0001787701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001901052,"about_ca_topic_score_gemma":0.00003064953,"domain_scores_codex":[0.9964472,0.000414144,0.001919643,0.0005774163,0.0003274428,0.0003141741],"domain_scores_gemma":[0.9990479,0.0001522941,0.0003487801,0.0002375058,0.00007333546,0.0001402219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003375528,0.0000892646,0.0000766155,0.4203613,0.00001646867,0.00006211243,0.0006543511,1.110714e-7,1.198772e-7,0.0001010081,0.0002955372,0.5783094],"study_design_scores_gemma":[0.001068821,0.0001222544,0.0009062528,0.1768285,0.003209312,0.0001136865,0.000009134229,0.00001306588,5.850777e-7,0.00002695329,0.8174027,0.0002986497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008458586,0.993125,0.0001788521,0.00006169207,0.0003744738,0.004855726,0.0001428239,0.0001083701,0.001068475],"genre_scores_gemma":[0.00002340883,0.9929458,0.002006436,0.0002262134,0.0001550631,0.0006648273,0.003710066,0.00007549542,0.0001926803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8171072,"threshold_uncertainty_score":0.9998791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019838822874657,"score_gpt":0.4144244937982461,"score_spread":0.3124406115107805,"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."}}