{"id":"W2045873707","doi":"10.1164/rccm.200410-1369oc","title":"Risk Factors for Death of Patients with Cystic Fibrosis Awaiting Lung Transplantation","year":2005,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Cystic Fibrosis Foundation","keywords":"Medicine; Lung transplantation; Cystic fibrosis; Transplantation; Internal medicine; Univariate analysis; Risk factor; Proportional hazards model; Retrospective cohort study; Surgery; Multivariate analysis","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":[0.0003078338,0.0001342632,0.0005350489,0.000144142,0.0000756201,0.000004539399,0.00004395905,0.00003327236,0.00001946007],"category_scores_gemma":[0.0005462897,0.00008177187,0.00008235523,0.0001160378,0.0003645746,0.0001054349,0.000002258558,0.0001755441,6.21337e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002993272,"about_ca_system_score_gemma":0.00006314807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001727298,"about_ca_topic_score_gemma":0.000003496166,"domain_scores_codex":[0.9987674,0.0001195285,0.0004916451,0.0001225061,0.0003399887,0.0001589059],"domain_scores_gemma":[0.9974401,0.001462368,0.000254269,0.00007375179,0.0005541937,0.0002153377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002078238,0.00004906819,0.9505338,0.0006421896,0.00007451818,0.0000146622,0.002788245,0.00001462607,0.0003839484,0.0002447935,0.000007390028,0.04316849],"study_design_scores_gemma":[0.004669007,0.01161656,0.9725856,0.0008196765,0.002038827,0.00003688079,0.005973293,0.00002482369,0.001722502,0.0000245521,0.0003661479,0.0001221232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524381,0.001015599,0.04592756,0.0002815048,0.00005649856,0.0001480208,0.00007802826,0.000006563703,0.00004814847],"genre_scores_gemma":[0.9815332,0.00006961609,0.01777222,0.0003706913,0.000221674,0.000002492323,0.00001409662,0.00001466808,0.000001365987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04304637,"threshold_uncertainty_score":0.333456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772553503249113,"score_gpt":0.3298077402215213,"score_spread":0.3120822051890302,"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."}}