{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175115,0.0002971882,0.0005882487,0.000833888,0.0001560609,0.000639402,0.0002384912,0.0003159856,0.0008121298],"category_scores_gemma":[0.00245248,0.00007015405,0.0003191552,0.0006737633,0.0002531013,0.0004557766,0.0003783909,0.0008457743,0.0001550564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303603,"about_ca_system_score_gemma":0.000930313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007253606,"about_ca_topic_score_gemma":0.0009118723,"domain_scores_codex":[0.9993712,0.0002678984,0.0001043466,0.00006106283,0.0001487526,0.00004663655],"domain_scores_gemma":[0.9981686,0.0008296774,0.0005920139,0.0000253445,0.0002523437,0.0001320506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007067618,0.0001443764,0.2355768,0.007426482,0.0002532582,0.002514627,0.0002980542,0.0008660369,0.002860683,0.001795752,0.008505807,0.7390513],"study_design_scores_gemma":[0.000242651,0.003772979,0.5527977,0.02171637,0.00232686,0.05584098,0.001710556,0.003790492,0.01837307,0.007483255,0.3318291,0.0001159536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06689739,0.9186889,0.004178573,0.003411741,0.0005097116,0.00005274247,0.0002497043,0.00007678787,0.00593444],"genre_scores_gemma":[0.4612444,0.526325,0.007902841,0.001907541,0.00135104,0.0001097987,0.0003707057,0.00002082721,0.0007677478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001175115,"threshold_uncertainty_score":0.006214678,"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."}}