{"id":"W4309159596","doi":"10.1111/petr.14393","title":"Clinical approach to acute cellular rejection from the pediatric heart transplant society","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Immunosuppression; Asymptomatic; Intensive care medicine; Heart transplantation; Heart transplants; Transplantation; Graft rejection; Complication; Surgery; 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":[0.0100549,0.000510471,0.0003599404,0.00535984,0.0009048592,0.00217986,0.0006896257,0.0008944396,0.01069085],"category_scores_gemma":[0.02180691,0.0001861182,0.0004166865,0.003314119,0.000966944,0.001480623,0.002205626,0.001288495,0.002590488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424394,"about_ca_system_score_gemma":0.006717881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157866,"about_ca_topic_score_gemma":0.002115682,"domain_scores_codex":[0.9899397,0.00481138,0.0026311,0.0005146474,0.001767995,0.0003349927],"domain_scores_gemma":[0.978855,0.005838518,0.005052894,0.0007528786,0.00795204,0.001548651],"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":[0.0003771797,0.0002563391,0.1243446,0.006574061,0.0001392078,0.004350998,0.00460299,0.0006125522,0.003388721,0.01236316,0.2703799,0.5726103],"study_design_scores_gemma":[0.0001190785,0.000480749,0.08227567,0.01025443,0.0001628324,0.01824848,0.006011252,0.0006420736,0.002787877,0.007457779,0.8714968,0.00006306514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1604993,0.2637829,0.0524445,0.2040941,0.01486862,0.006304599,0.009116299,0.0008515274,0.2880383],"genre_scores_gemma":[0.5473045,0.2246247,0.1134275,0.04459547,0.01800134,0.007168952,0.01043397,0.0004513989,0.0339922],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01069085,"threshold_uncertainty_score":0.05317605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674529151761595,"score_gpt":0.3228662474244471,"score_spread":0.2861209559068312,"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."}}