{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009912656,0.0001834717,0.0004858106,0.0001380941,0.00002707386,0.000005249591,0.0000868666,0.00007848353,0.000153376],"category_scores_gemma":[0.00006474677,0.000105877,0.0001460351,0.0001460977,0.0001329044,0.0001278341,0.00003221245,0.0001165318,0.00002542122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875037,"about_ca_system_score_gemma":0.0001102395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002051352,"about_ca_topic_score_gemma":0.000005389637,"domain_scores_codex":[0.9985841,0.00005360806,0.0003073461,0.000253392,0.0005441473,0.0002574412],"domain_scores_gemma":[0.9991592,0.00003404029,0.00011612,0.0003826825,0.000166217,0.0001417863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01014131,0.00673511,0.9702435,0.0003788692,0.0002668378,0.00003574697,0.00003936426,9.491702e-7,0.01176781,0.00005618867,0.00002201166,0.0003123051],"study_design_scores_gemma":[0.001554091,0.01221,0.9762053,0.006692856,0.0002112756,0.000001148089,0.00001100774,0.00002225558,0.002884748,0.00006031619,9.335761e-7,0.00014605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979517,0.0001149665,0.000002755569,0.0001014227,0.00001957145,0.0003940249,0.0002627199,0.00003182631,0.001121019],"genre_scores_gemma":[0.9996029,0.00004365012,0.00003530087,0.00004139379,0.00008192805,0.00002588074,0.00003126877,0.00002726796,0.0001104217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00888306,"threshold_uncertainty_score":0.4317539,"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."}}