{"id":"W4399818603","doi":"10.3389/frtra.2024.1427106","title":"Donor-specific graft injury in solid organ transplantation: potential mechanisms and therapeutic strategies","year":2024,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Solid organ; Transplantation; Medicine; Intensive care medicine; Organ transplantation; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002379548,0.0002592455,0.0003455138,0.0006984605,0.00006141029,0.0001199698,0.00008282241,0.0002328769,0.00006827229],"category_scores_gemma":[9.88848e-7,0.0002460819,0.00007700201,0.0004808524,0.00008260505,0.0003545077,0.000002642029,0.0004348041,0.000007210581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008404347,"about_ca_system_score_gemma":0.0001009114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004431007,"about_ca_topic_score_gemma":0.00004348944,"domain_scores_codex":[0.9983764,0.000077948,0.0004825801,0.0004426176,0.0002742525,0.0003461566],"domain_scores_gemma":[0.9996979,0.00003556016,0.00003744375,0.0001320473,0.00002680107,0.00007023176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01864866,0.001245452,0.1770873,0.05685253,0.001153781,0.04293897,0.1031329,0.00143022,0.3011387,0.1294015,0.005050092,0.1619197],"study_design_scores_gemma":[0.01466431,0.001907226,0.5694851,0.004875708,0.001955597,0.004291983,0.008248135,0.01028474,0.2534677,0.1259869,0.002314784,0.002517752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2874097,0.002552256,0.7025785,0.004739414,0.0009277196,0.0009011475,0.0001204407,0.000403788,0.0003670387],"genre_scores_gemma":[0.9549903,0.02882026,0.0148114,0.0008613624,0.00008194989,0.00004544901,0.0002834008,0.00004874053,0.00005712016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6877671,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007771714237897452,"score_gpt":0.2617404505419004,"score_spread":0.253968736304003,"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."}}