{"id":"W2328539250","doi":"10.1371/journal.pone.0151425","title":"Impact of Comorbidities on Mortality in Patients with Idiopathic Pulmonary Fibrosis","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":352,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Deutsche Forschungsgemeinschaft; F. Hoffmann-La Roche; Universität Heidelberg; Gilead Sciences","keywords":"Medicine; Idiopathic pulmonary fibrosis; Internal medicine; Comorbidity; GERD; Proportional hazards model; Lung cancer; Hazard ratio; Incidence (geometry); Cumulative incidence; Survival analysis; Disease; Lung; Cohort; Reflux","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005589515,0.0002014232,0.0002932053,0.0005655516,0.0002648462,0.0004077993,0.0001552255,0.0002715176,0.001675133],"category_scores_gemma":[0.002877812,0.00008197207,0.0003724294,0.0006294912,0.0001726891,0.0002992541,0.0004209134,0.0004111254,0.0001405578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776035,"about_ca_system_score_gemma":0.0003014352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136996,"about_ca_topic_score_gemma":0.001717671,"domain_scores_codex":[0.9995497,0.0001393707,0.00005413115,0.00006697883,0.0001077455,0.0000821616],"domain_scores_gemma":[0.9974853,0.0008042348,0.001071786,0.00006680469,0.0001556075,0.0004163058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009213646,0.000007960059,0.9981358,0.00001150651,0.00002549391,0.0000475776,0.000009354906,0.00004274475,0.00003974037,0.000006058119,0.00005050073,0.001531026],"study_design_scores_gemma":[0.000002978999,0.00007659243,0.9992864,0.00001228934,0.00002199386,0.0003068862,0.00003271717,0.0001383905,0.00002779237,0.00001915287,0.00007294664,0.00000190713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971807,0.001559187,0.00008041338,0.0001291063,0.00001104762,0.000003652533,0.0005522121,0.000004175841,0.0004795381],"genre_scores_gemma":[0.9993118,0.0001950171,0.00004567827,0.0000152693,0.0000209884,0.000002267095,0.0003713655,6.265357e-7,0.00003687396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001675133,"threshold_uncertainty_score":0.00560385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689692121617877,"score_gpt":0.2506911708109212,"score_spread":0.2237942495947424,"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."}}