{"id":"W3154659590","doi":"10.1016/j.chest.2021.04.010","title":"Survival and Lung Transplant Outcomes for Individuals With Advanced Cystic Fibrosis Lung Disease Living in the United States and Canada","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Hospital for Sick Children; St. Michael's Hospital","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; National Institutes of Health; Cystic Fibrosis Foundation","keywords":"Medicine; Hazard ratio; Internal medicine; Population; Cystic fibrosis; Lung transplantation; Medicaid; Cohort; Retrospective cohort study; Demography; Lung; Health care; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004968974,0.0002763043,0.0003379959,0.001222425,0.001690905,0.001426858,0.0009359421,0.0006038984,0.002540989],"category_scores_gemma":[0.002513832,0.0001629187,0.0007885417,0.003351218,0.0007730644,0.0006696427,0.001095239,0.001076048,0.0001829351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01718528,"about_ca_system_score_gemma":0.02240476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983536,"about_ca_topic_score_gemma":0.9889283,"domain_scores_codex":[0.9992532,0.00005022907,0.00004290223,0.00009961018,0.0001555241,0.0003984403],"domain_scores_gemma":[0.9977599,0.0001198861,0.0004571551,0.00004940522,0.00078896,0.0008245849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007531334,0.00002234189,0.9955928,0.00001921946,0.00005953885,0.00004247412,0.0001879102,0.0001299865,0.00003284785,0.0002217301,0.001509403,0.002106497],"study_design_scores_gemma":[0.00001219093,0.00002019888,0.9971153,0.00004831999,0.00006972785,0.00007301063,0.001338117,0.0002837633,0.00003476264,0.0001048006,0.0008865231,0.00001330558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811444,0.002173564,0.00009475501,0.001910372,0.00005819549,0.0000202842,0.009363746,0.00001141772,0.005223261],"genre_scores_gemma":[0.9948867,0.0008954935,0.00004803768,0.0002002597,0.00002066806,0.000006324495,0.003099219,0.000003945919,0.0008393167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01718528,"threshold_uncertainty_score":0.1246886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519308762491855,"score_gpt":0.2896591351215178,"score_spread":0.2744660474965992,"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."}}