{"id":"W2140509802","doi":"10.1164/rccm.201506-1150oc","title":"Frailty Phenotypes, Disability, and Outcomes in Adult Candidates for Lung Transplantation","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; University of California, San Francisco; Institute for Clinical and Translational Research, University of Wisconsin, Madison; National Institutes of Health; Georgia Clinical and Translational Science Alliance; U.S. Department of Veterans Affairs","keywords":"Medicine; Hazard ratio; Internal medicine; Proportional hazards model; Transplantation; Confidence interval; Prospective cohort study; Risk factor; Cohort; Odds ratio","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":[0.0005574076,0.000130862,0.0006006534,0.0001000887,0.00003739664,0.000008678039,0.00004277247,0.00004209714,0.000009102979],"category_scores_gemma":[0.001023159,0.00008577081,0.00005072084,0.0001177562,0.00084737,0.0001071456,0.000004934451,0.0001904342,9.681648e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004595203,"about_ca_system_score_gemma":0.00008913311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009730369,"about_ca_topic_score_gemma":0.0001216362,"domain_scores_codex":[0.9988233,0.0001356785,0.0004613892,0.0001496553,0.0002657642,0.0001641469],"domain_scores_gemma":[0.9981983,0.0009262188,0.00008636676,0.00008073494,0.0003561098,0.0003522666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001410736,0.00004505132,0.9471984,0.0005462458,0.00003044089,0.00008680566,0.003655731,8.75916e-7,0.0002103241,0.001063474,0.00004431487,0.04570761],"study_design_scores_gemma":[0.01089523,0.009621429,0.9534212,0.0007549748,0.0009301961,0.0003865683,0.02146936,0.00005395917,0.0004257933,0.0007975511,0.001015605,0.0002280769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860227,0.002673846,0.004754087,0.00609237,0.0001472102,0.0001751183,0.00002704034,0.000007770141,0.00009991364],"genre_scores_gemma":[0.9926017,0.0001510799,0.004912062,0.002113429,0.0001932928,0.000006214754,0.000007127453,0.00001082803,0.00000425497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04547953,"threshold_uncertainty_score":0.3497632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748493411434623,"score_gpt":0.3889516466227692,"score_spread":0.3514667125084229,"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."}}