{"id":"W4398139299","doi":"10.1111/petr.14785","title":"Immune monitoring in pediatric kidney transplant","year":2024,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Intensive care medicine; Biopsy; Renal function; Transplantation; Kidney transplantation; Immune system; Clinical trial; Acute kidney injury; Internal medicine; Immunology","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":[0.000174597,0.0002543687,0.0002949266,0.0007146603,0.00005536898,0.00005508427,0.00007459901,0.0001332974,0.00008683005],"category_scores_gemma":[0.000007201733,0.0002202328,0.0001832262,0.0009069907,0.00001219263,0.0002745802,0.000002342015,0.000296173,0.000182815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008832697,"about_ca_system_score_gemma":0.0001910309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064058,"about_ca_topic_score_gemma":0.000007145268,"domain_scores_codex":[0.9982693,0.00004047829,0.0005448298,0.0004079915,0.0003879023,0.0003494972],"domain_scores_gemma":[0.9994216,0.0001458415,0.00004179079,0.0001440687,0.00003033033,0.0002163711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003203962,0.000157446,0.9882584,0.005660513,0.00004663647,0.002257962,0.001676838,0.00006187792,0.000383884,0.0001841809,0.0000167825,0.0009750911],"study_design_scores_gemma":[0.002764216,0.0001352395,0.9924929,0.000460172,0.001549254,0.0004068587,0.00001563923,0.0001997482,0.001592527,0.00007392339,0.00006583756,0.0002436686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866526,0.005838308,0.002436685,0.0004353746,0.001202678,0.0005628534,0.000163688,0.0003378043,0.002370084],"genre_scores_gemma":[0.910987,0.08669055,0.0007831187,0.00004049817,0.0006731951,0.00006030392,0.0004011968,0.00004143244,0.0003227461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08085225,"threshold_uncertainty_score":0.8980832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653910899044566,"score_gpt":0.2859015726167658,"score_spread":0.2693624636263202,"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."}}