{"id":"W4406864585","doi":"10.1111/ctr.70086","title":"Factor V Serves as an Early Biomarker for Graft Loss After Liver Transplant: A Prospective Evaluation","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association","keywords":"Medicine; Cutoff; Liver transplantation; Receiver operating characteristic; Gastroenterology; Prospective cohort study; Youden's J statistic; Internal medicine; Risk factor; Surgery; Survival analysis; Log-rank test; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006671324,0.0002598087,0.0004406851,0.0002040983,0.000120353,0.00004942988,0.0001117808,0.0003393833,0.000284732],"category_scores_gemma":[0.00006623481,0.000224859,0.0003462632,0.0002532308,0.0001423503,0.0003445139,0.000003214693,0.000234389,0.00003252749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006236732,"about_ca_system_score_gemma":0.0001971804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005238939,"about_ca_topic_score_gemma":0.0001126374,"domain_scores_codex":[0.9977764,0.0001967872,0.0007889663,0.0005987285,0.0003645053,0.0002745698],"domain_scores_gemma":[0.9986196,0.0004609346,0.0001106681,0.0002805291,0.000362537,0.0001657775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01319611,0.0006897101,0.9636594,0.002295154,0.0003386473,0.0001168986,0.002100341,0.000001228878,0.0008750398,0.0017498,0.00004466694,0.01493299],"study_design_scores_gemma":[0.00662264,0.0009480795,0.9722428,0.0004495535,0.001715382,0.00003469135,0.00003831834,0.0006763493,0.01430104,0.002573233,0.0001494963,0.0002484276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544295,0.0001851495,0.04020355,0.0006124114,0.0003587919,0.002820018,0.0004369989,0.0002439404,0.0007096156],"genre_scores_gemma":[0.9917521,0.002053728,0.00333659,0.0009964647,0.0001102234,0.0004839606,0.0006606142,0.00003508979,0.0005712113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03732259,"threshold_uncertainty_score":0.9169484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546648535880639,"score_gpt":0.4333944413890837,"score_spread":0.3679279560302773,"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."}}