{"id":"W2888121124","doi":"10.1097/tp.0000000000002429","title":"Serum Factor V Is a Continuous Biomarker of Graft Dysfunction and a Predictor of Graft Loss After Liver Transplantation","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Biomarker; Medicine; Liver transplantation; Transplantation; Graft rejection; Internal medicine; Gastroenterology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001226287,0.000223435,0.0003877953,0.0002671445,0.00004679185,0.00001067477,0.00005519173,0.0001865693,0.0005552023],"category_scores_gemma":[0.000005571671,0.000196318,0.0001214451,0.0002270891,0.0002503752,0.000236163,0.000003147535,0.000101022,0.00001011146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002002996,"about_ca_system_score_gemma":0.00004522226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372242,"about_ca_topic_score_gemma":0.0000952526,"domain_scores_codex":[0.9985434,0.0000532778,0.0005539794,0.0003009021,0.0003469024,0.0002015004],"domain_scores_gemma":[0.9992186,0.00007348535,0.0001917229,0.0001774461,0.0002384689,0.0001003215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01537269,0.000415635,0.8201731,0.01781152,0.0004213264,0.0003122783,0.02824151,4.676624e-7,0.1091403,0.0003086673,0.000133731,0.007668727],"study_design_scores_gemma":[0.003119618,0.0006781972,0.7084409,0.0004131748,0.0007670614,0.0002787983,0.00006940428,0.0000926069,0.2858584,0.00007522162,0.00005739847,0.0001492514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776952,0.0001912082,0.01968998,0.0001768378,0.0001450981,0.0006397437,0.001116358,0.0001029098,0.0002426536],"genre_scores_gemma":[0.99204,0.005738919,0.001556195,0.0001986018,0.0000657629,0.00002572452,0.0001999661,0.00003207724,0.0001427439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1767181,"threshold_uncertainty_score":0.8005617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180091676359661,"score_gpt":0.2542860270038065,"score_spread":0.2424851102402099,"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."}}