{"id":"W2789439243","doi":"10.2147/ceor.s154323","title":"Clinical and economic burden of idiopathic pulmonary fibrosis in Quebec, Canada","year":2018,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McMaster University; Hôpital du Saint-Sacrement; Programs for Assessment of Technology in Health Research Institute; St. Joseph’s Healthcare Hamilton; University of Calgary; Impact","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Intensive care medicine; Fibrosis; Pathology; Internal medicine; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001707403,0.0001634971,0.000772549,0.0002021961,0.00009632909,0.00003716645,0.0001609709,0.0001847642,0.0001123774],"category_scores_gemma":[0.0002493527,0.0001491139,0.0001291726,0.00007054257,0.0009703254,0.0001089159,0.0002838309,0.000454138,0.00001830786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199466,"about_ca_system_score_gemma":0.001470969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.608502,"about_ca_topic_score_gemma":0.5399728,"domain_scores_codex":[0.9977478,0.0001727467,0.001013689,0.0005124375,0.0001447909,0.0004085842],"domain_scores_gemma":[0.9984478,0.0005724924,0.0001216033,0.0003915407,0.0001166965,0.0003498395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001937136,0.00009557378,0.9681812,0.0002528493,0.00007017925,0.00005739435,0.0001309194,0.000001639643,0.00008705736,0.0008853283,0.0007643322,0.02753637],"study_design_scores_gemma":[0.001458375,0.001395616,0.9805227,0.0003139341,0.00003720028,0.00001970551,0.0007957226,0.005251209,0.00005264082,0.0005044221,0.00944037,0.0002081151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932141,0.001030838,0.000001048729,0.002844218,0.0003632581,0.0003218152,0.00006044715,0.000006889512,0.002157415],"genre_scores_gemma":[0.9957096,0.001890928,0.00006037418,0.0002607731,0.0005553591,0.00001248037,0.0000103086,0.0000240349,0.001476125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06852926,"threshold_uncertainty_score":0.6080686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095241265247752,"score_gpt":0.3918457891416383,"score_spread":0.3508933764891608,"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."}}