{"id":"W2793667675","doi":"10.1016/j.healun.2018.01.1309","title":"ISHLT Consensus Statement on adult and pediatric airway complications after lung transplantation: Definitions, grading system, and therapeutics","year":2018,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung transplantation; Airway; Intensive care medicine; Grading (engineering); Consensus conference; Transplantation; Lung; Context (archaeology); 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":[],"consensus_categories":[],"category_scores_codex":[0.0005827699,0.0001592483,0.0002574967,0.0001754365,0.0003377179,0.00004050924,0.00003633328,0.00006219898,0.000008587801],"category_scores_gemma":[0.00000561239,0.0001074947,0.00004887145,0.0001223298,0.0001495557,0.0001021024,0.000002217995,0.0002000285,0.000001707806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002771864,"about_ca_system_score_gemma":0.00004911821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000199548,"about_ca_topic_score_gemma":0.00002803732,"domain_scores_codex":[0.9987265,0.0002107999,0.0005179245,0.0001340069,0.0002535481,0.0001572014],"domain_scores_gemma":[0.9988684,0.0005503201,0.0001662445,0.00009717263,0.0002061915,0.0001116523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01870671,0.0004224845,0.8512612,0.01781992,0.001201823,0.0003174268,0.07139953,0.00004899672,0.02073128,0.01354596,0.0008973969,0.003647282],"study_design_scores_gemma":[0.004864338,0.0009619929,0.9757236,0.001256227,0.004450304,0.007337606,0.001579123,0.00105877,0.002167461,0.0002393583,0.0001236592,0.0002375469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832088,0.002118322,0.009653824,0.004228262,0.000158328,0.0003626419,0.00008910344,0.00002215939,0.0001586004],"genre_scores_gemma":[0.9766294,0.01670625,0.005637574,0.0007768658,0.0001918374,0.000008406793,0.00002244895,0.00001584798,0.00001130323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244624,"threshold_uncertainty_score":0.4383507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290164571519245,"score_gpt":0.3197668398476732,"score_spread":0.2868651941324807,"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."}}