{"id":"W4381393044","doi":"10.1016/j.hpb.2023.05.090","title":"Factor V as a predictor of graft loss after liver transplant","year":2023,"lang":"en","type":"article","venue":"HPB","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Liver dysfunction; Internal medicine; Predictive value; Retrospective cohort study; Graft rejection; Gastroenterology; Liver function tests; Liver function; Surgery; Transplantation","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":[0.0007990565,0.0002721281,0.0002341841,0.0006693284,0.0001853353,0.0007870694,0.0002998324,0.0003406343,0.001099507],"category_scores_gemma":[0.00312929,0.00007136686,0.0002273969,0.000567946,0.0003411205,0.0003373657,0.0003005693,0.0007627942,0.0001370357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410519,"about_ca_system_score_gemma":0.0003681658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079733,"about_ca_topic_score_gemma":0.0007434711,"domain_scores_codex":[0.9996294,0.0001271748,0.00004366257,0.00004449343,0.00008210579,0.00007318026],"domain_scores_gemma":[0.9972323,0.0009405108,0.00103787,0.00007843041,0.0001725995,0.000538368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000611179,0.00002693182,0.9957743,0.00001563921,0.00003765666,0.00004772339,0.00001371625,0.00008362243,0.0004713585,0.00002652865,0.00003986724,0.00285136],"study_design_scores_gemma":[0.00001895369,0.0007544003,0.994922,0.00003102348,0.00009765635,0.00101259,0.0001147669,0.001410291,0.001159842,0.0001318455,0.0003382639,0.000008393319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980211,0.001287155,0.0002012427,0.00005930591,0.00001419458,0.000003993203,0.00006900955,0.000007178003,0.0003368137],"genre_scores_gemma":[0.999693,0.00009333414,0.00009074104,0.000007973739,0.0000106544,0.000001187784,0.00004504594,0.000001061166,0.00005713324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001099507,"threshold_uncertainty_score":0.00422591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577352880028447,"score_gpt":0.2718420976414753,"score_spread":0.2560685688411908,"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."}}