{"id":"W3094705276","doi":"10.1007/s40472-020-00297-9","title":"Pediatric Upper Extremity Vascularized Composite Allotransplantation—Progress and Future","year":2020,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Allotransplantation; Transplant surgery; Surgery; General surgery; Transplantation; Hepatology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001814957,0.0002720651,0.0003874368,0.000162881,0.0001588246,0.00006510668,0.00006321935,0.0001229556,0.0003551668],"category_scores_gemma":[0.0000072809,0.0002490548,0.0001451952,0.0004206867,0.00009489839,0.0002102914,0.000007066124,0.0003936909,0.00003673747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001768369,"about_ca_system_score_gemma":0.0001216076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005860484,"about_ca_topic_score_gemma":0.000001969035,"domain_scores_codex":[0.9977336,0.00008636387,0.0005926961,0.0005883293,0.0006852395,0.0003137959],"domain_scores_gemma":[0.9989187,0.00005228045,0.0001366093,0.0001940086,0.000162236,0.0005361923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008420777,0.0002355763,0.9711239,0.004797696,0.0001253861,0.002855207,0.00404907,0.000005506989,0.002774646,0.0002469554,0.0002452811,0.01269866],"study_design_scores_gemma":[0.00446081,0.0001494307,0.9787419,0.0001431948,0.001279489,0.003049362,0.0001151508,0.0002367069,0.002846417,0.0000456491,0.008493091,0.0004387376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810827,0.007588444,0.004662757,0.004194954,0.0005438389,0.001057991,0.000103062,0.0003193509,0.0004469282],"genre_scores_gemma":[0.9711582,0.02490614,0.001443448,0.0003237989,0.0008400981,0.00004006251,0.001222589,0.00004205448,0.00002360636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731769,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596525786972052,"score_gpt":0.3042551599705935,"score_spread":0.278289902100873,"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."}}