{"id":"W3120866788","doi":"10.1097/tp.0000000000003598","title":"Immunological Determinants of Liver Transplant Outcomes Uncovered by the Rat Model","year":2021,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Liver transplantation; Rat model; Immunocompetence; Transplantation; Medicine; Liver disease; Bioinformatics; Immunology; Intensive care medicine; Biology; Surgery; Internal medicine; Immune system","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002249187,0.0005260173,0.002171296,0.0001360157,0.00009300988,0.00002345913,0.0002745026,0.0005061344,0.0001453367],"category_scores_gemma":[0.00001213306,0.000304315,0.00091992,0.0002546808,0.0001356421,0.00009335497,0.000008666883,0.0004862921,0.00001777786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006372808,"about_ca_system_score_gemma":0.0002889065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004986889,"about_ca_topic_score_gemma":0.00002808346,"domain_scores_codex":[0.9975343,0.0001961972,0.001093348,0.0004316238,0.0004441653,0.0003003715],"domain_scores_gemma":[0.9986183,0.0003889748,0.0003777495,0.0004481173,0.00008713754,0.00007970924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005902304,0.0007966807,0.002770292,0.2039596,0.001179667,0.001228257,0.002319528,0.00001271928,0.0002903666,0.00078961,0.0009266743,0.7851364],"study_design_scores_gemma":[0.02291466,0.002889249,0.00502805,0.2174472,0.1503506,0.01972008,0.0003719482,0.002194596,0.03787576,0.0003563367,0.5331063,0.007745211],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001019638,0.9922339,0.003667708,0.00005201386,0.0001244436,0.001227129,0.001410168,0.0001118739,0.0001531639],"genre_scores_gemma":[0.001912069,0.9938367,0.0009393872,0.000139378,0.00002172149,0.000095772,0.002217897,0.00006517598,0.0007718881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7773912,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0603477400447314,"score_gpt":0.3532596905992578,"score_spread":0.2929119505545263,"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."}}