{"id":"W2968507076","doi":"10.1111/ajt.15561","title":"The impact of first untreated subclinical minimal acute rejection on risk for chronic lung allograft dysfunction or death after lung transplantation","year":2019,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Medicine; Subclinical infection; Lung transplantation; Lung; Transplantation; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000798103,0.0002722097,0.0006460184,0.00027668,0.0001498079,0.0000306747,0.0001150833,0.0001097502,0.00006382643],"category_scores_gemma":[0.0000469099,0.0001589735,0.0006458379,0.0003595181,0.0001221191,0.0002571828,0.000001635738,0.0003522818,0.000003041633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482753,"about_ca_system_score_gemma":0.0002653595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002508273,"about_ca_topic_score_gemma":0.0002151026,"domain_scores_codex":[0.9977372,0.0002678311,0.001010109,0.0002551762,0.0004243868,0.0003053302],"domain_scores_gemma":[0.9966167,0.001734774,0.0009959497,0.0001962319,0.0003194693,0.000136905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1752424,0.0002680389,0.7933165,0.0007664353,0.002198327,0.0001306351,0.002116649,0.002748807,0.004563757,0.00003325619,0.00005992826,0.01855522],"study_design_scores_gemma":[0.009318217,0.01378365,0.9621729,0.0007436072,0.004171132,0.0009599696,0.0002161387,0.004953178,0.003403793,0.0000274692,0.00004129388,0.0002086438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416856,0.0001515487,0.05640746,0.0002975963,0.0003845386,0.0007686953,0.0002399063,0.0000228738,0.00004176013],"genre_scores_gemma":[0.9873183,0.008113024,0.004004603,0.00004458986,0.0002210864,0.00003099645,0.0001536285,0.00003966571,0.00007404737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688564,"threshold_uncertainty_score":0.6482751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282927949077171,"score_gpt":0.3449156710074621,"score_spread":0.3320863915166903,"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."}}