{"id":"W2809013529","doi":"10.1097/prs.0000000000004659","title":"Living Donation of Vascularized Composite Allografts","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Donation; Transplantation; Medicine; Medicaid; Organ donation; Procurement; Surgery; Organ procurement; Reconstructive surgery; Intensive care medicine; General surgery; Political science; Business; Health care; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032607,0.000104419,0.0003358568,0.0003369159,0.00006211548,0.00001037097,0.00004002914,0.00006717775,0.001222349],"category_scores_gemma":[0.0005508515,0.00009590625,0.0001213076,0.0003025038,0.0003825843,0.00008263064,0.00001510369,0.0001236866,0.00008936727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002885008,"about_ca_system_score_gemma":0.0001469678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003410184,"about_ca_topic_score_gemma":0.0000124082,"domain_scores_codex":[0.9989066,0.00008987251,0.000301509,0.0001992366,0.0003057047,0.0001971536],"domain_scores_gemma":[0.9965031,0.002811122,0.00009636367,0.0001332373,0.0003490195,0.0001071298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005155574,0.0001537434,0.9069481,0.0003030856,0.0004270502,0.00004113827,0.0005109252,0.000001003116,0.06832123,0.0003072372,0.0001244993,0.02234642],"study_design_scores_gemma":[0.0006951129,0.0001262748,0.9672876,0.0005735385,0.0001390566,0.0002665789,0.0001381254,0.0003268129,0.03000951,0.0001214218,0.0001744479,0.000141498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928712,0.0000671606,0.003635067,0.0000409871,0.000523292,0.0001601644,0.00001828101,0.00004300537,0.002640813],"genre_scores_gemma":[0.9977238,0.00004640558,0.001924268,0.00002589124,0.0001383007,0.000005838255,0.00002248128,0.00001465752,0.00009831926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06033951,"threshold_uncertainty_score":0.9996907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528297061759052,"score_gpt":0.2799721932432825,"score_spread":0.2546892226256919,"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."}}