{"id":"W4385738394","doi":"10.1097/mot.0000000000001091","title":"Acute complication posttransplant: primary allograft dysfunction","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Incidence (geometry); Transplantation; Complication; Heart transplantation; Gold standard (test); Surgery; Internal medicine","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":[0.0005465319,0.0007554147,0.001971791,0.001218497,0.0001527565,0.0000594652,0.0002560004,0.00055925,0.0000668162],"category_scores_gemma":[0.00001585031,0.0006750849,0.0006028133,0.001451644,0.00008430513,0.000245655,0.00001436656,0.0009856372,0.0003796559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321165,"about_ca_system_score_gemma":0.0004184157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001758979,"about_ca_topic_score_gemma":0.000009874721,"domain_scores_codex":[0.9958602,0.0003626207,0.001616855,0.0009520629,0.0006277142,0.0005805879],"domain_scores_gemma":[0.9982469,0.0004716773,0.0004720009,0.0004875545,0.00011267,0.0002091898],"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":[0.0003626051,0.0003077876,0.0008836049,0.2533574,0.0004577195,0.00005631533,0.000615787,0.000004128342,0.00004775691,0.0005589845,0.0003522318,0.7429957],"study_design_scores_gemma":[0.005863653,0.0003698178,0.01989971,0.1405721,0.008848985,0.001846607,0.00004147715,0.00003544602,0.00003145981,0.0001619205,0.820705,0.001623826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006007965,0.9737673,0.01459616,0.0001526217,0.006329175,0.003029529,0.00133596,0.0005616126,0.0001674968],"genre_scores_gemma":[0.00001256574,0.953463,0.001336406,0.00003428256,0.000615672,0.0003564516,0.04391821,0.0001724827,0.00009096036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8203527,"threshold_uncertainty_score":0.99957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808695068271017,"score_gpt":0.4518721823841301,"score_spread":0.2710026755570284,"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."}}