{"id":"W4224317211","doi":"10.1111/ctr.14686","title":"The role of prehabilitation on short‐term outcomes after liver transplantation: A review of the literature and expert panel recommendations","year":2022,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Prehabilitation; Medicine; Liver transplantation; MEDLINE; Physical therapy; Transplantation; Observational study; Adverse effect; Intensive care medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06364965,0.001911079,0.007320051,0.01136324,0.001202542,0.004183732,0.008189668,0.005505918,0.008177856],"category_scores_gemma":[0.1437226,0.001135139,0.01166346,0.008143167,0.001948963,0.005283955,0.003930597,0.004538444,0.001513542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007167296,"about_ca_system_score_gemma":0.0246891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320072,"about_ca_topic_score_gemma":0.02013081,"domain_scores_codex":[0.9712133,0.008628404,0.01235847,0.001891379,0.005124779,0.0007836743],"domain_scores_gemma":[0.8574176,0.09822979,0.01765513,0.002025753,0.0228776,0.001794037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003586989,0.00004156744,0.001304018,0.6120407,0.003851689,0.000159012,0.0005662043,0.0003450073,0.0002878172,0.001639482,0.04548443,0.3339214],"study_design_scores_gemma":[0.0001095542,0.00007574637,0.002080476,0.9060625,0.009605704,0.0001464391,0.0003339665,0.0001233518,0.0001765767,0.001420877,0.07980704,0.00005775205],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003725673,0.9792768,0.0006097827,0.01471893,0.002243158,0.0005966114,0.0007669213,0.00003144179,0.001383676],"genre_scores_gemma":[0.006702109,0.9770154,0.003902725,0.008936065,0.0008828276,0.001272649,0.0006583614,0.00002596166,0.000603907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06364965,"threshold_uncertainty_score":0.3366156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0998266458197833,"score_gpt":0.4261663978155867,"score_spread":0.3263397519958035,"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."}}