{"id":"W2342097725","doi":"10.1016/j.healun.2016.01.861","title":"Outcomes of Suspected Antibody-Mediated Rejection Post-Lung Transplantation","year":2016,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Medicine; Plasmapheresis; Internal medicine; Lung transplantation; Cohort; Transplantation; Retrospective cohort study; Surgery; Gastroenterology; Antibody; 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":[0.002851153,0.0006339853,0.001089,0.001988015,0.000912229,0.002148676,0.001125698,0.001098928,0.00215807],"category_scores_gemma":[0.01202678,0.0002972627,0.001415808,0.001664208,0.001011424,0.001801842,0.001868059,0.001532249,0.0003926675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148897,"about_ca_system_score_gemma":0.0008620158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578818,"about_ca_topic_score_gemma":0.00152453,"domain_scores_codex":[0.9968086,0.00105032,0.0005192186,0.0002767146,0.0005470304,0.0007981494],"domain_scores_gemma":[0.9897479,0.002655715,0.004533902,0.0003541348,0.001056529,0.001651848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004036789,0.00005644429,0.9976783,0.00002262678,0.00006034609,0.000318212,0.00006191611,0.00004829722,0.00003269503,0.00004065522,0.00007468245,0.001202174],"study_design_scores_gemma":[0.00003177794,0.0006312722,0.9955688,0.00004537773,0.000141713,0.002090885,0.0006230641,0.0003052416,0.0001205903,0.0002148593,0.0002042893,0.00002217876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968565,0.0009393587,0.0001517966,0.0001652662,0.00002719526,0.00001779648,0.0004289757,0.000005766999,0.001407364],"genre_scores_gemma":[0.9990382,0.000186223,0.00004609706,0.00003279537,0.00005373173,0.00001128604,0.000536679,0.000002417765,0.00009259862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002851153,"threshold_uncertainty_score":0.01507854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197108023106846,"score_gpt":0.3168775077624935,"score_spread":0.304906427531425,"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."}}