{"id":"W7162079239","doi":"10.82308/51597","title":"Prehabilitation patients with cirrhosis awaiting liver transplantation","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liver transplantation; Prehabilitation; Cirrhosis; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607208,0.000225206,0.0004134522,0.0004103831,0.001219435,0.0006105286,0.0002286948,0.0003823739,0.004266593],"category_scores_gemma":[0.001661997,0.000117601,0.0004180961,0.0004366518,0.0003264641,0.0003691162,0.0007457699,0.00056441,0.0003268764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007741012,"about_ca_system_score_gemma":0.001383109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009903463,"about_ca_topic_score_gemma":0.02366487,"domain_scores_codex":[0.9996175,0.00009939753,0.00003066857,0.00003769037,0.00005057279,0.0001643107],"domain_scores_gemma":[0.999278,0.0001053467,0.0002697366,0.00002040813,0.00007112129,0.000255476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001285342,0.001071893,0.9632971,0.0003051802,0.00006576756,0.0009104665,0.002522981,0.0001180998,0.00103121,0.00008732767,0.0006098225,0.02869481],"study_design_scores_gemma":[0.00008799603,0.00352524,0.9908477,0.0001318931,0.00005014126,0.0006890414,0.003176031,0.0001140922,0.0001902368,0.0001003443,0.00107174,0.00001553555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979377,0.0006878247,0.00004559498,0.0001967066,0.00001964527,0.00006426054,0.00006666057,0.000002917317,0.0009785466],"genre_scores_gemma":[0.9983565,0.0004820108,0.000102429,0.0002241083,0.00003559993,0.00009398827,0.0001067521,8.808119e-7,0.0005976751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009903463,"threshold_uncertainty_score":0.01969165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00778281578843862,"score_gpt":0.2387381708450579,"score_spread":0.2309553550566193,"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."}}