{"id":"W2097548001","doi":"10.1148/radiol.14130216","title":"Idiopathic Pulmonary Fibrosis: CT and Risk of Death","year":2014,"lang":"en","type":"article","venue":"Radiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Confidence interval; Context (archaeology); Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Internal medicine; Fibrosis; Lung","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":[0.0009106806,0.0003086325,0.0002162944,0.0005782006,0.000156788,0.0003991379,0.0003215987,0.0005420826,0.00107009],"category_scores_gemma":[0.00608668,0.0001171907,0.0002250657,0.0004673993,0.000346886,0.000351051,0.0002714086,0.0004918962,0.0001513813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505164,"about_ca_system_score_gemma":0.0002875041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781956,"about_ca_topic_score_gemma":0.001417852,"domain_scores_codex":[0.9996624,0.0001284976,0.00003011359,0.0000707188,0.00007264427,0.00003559575],"domain_scores_gemma":[0.9974004,0.0007717668,0.00120742,0.0001843268,0.000174879,0.0002611391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229268,0.00000976813,0.9982668,0.000007909898,0.00001956478,0.00004627651,0.000008198258,0.0001371242,0.00005069014,0.00001790485,0.00005362132,0.001259092],"study_design_scores_gemma":[0.00001744405,0.0001699178,0.9939235,0.00003204557,0.00006439075,0.001672081,0.00005062597,0.003478122,0.0001546163,0.000216292,0.0002141298,0.000006793016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979292,0.0007639251,0.0002789113,0.0001795978,0.00001019948,0.000006901146,0.0001936011,0.00001273411,0.0006248708],"genre_scores_gemma":[0.9995564,0.00008297106,0.0001369593,0.00001694,0.00001510326,0.000001949765,0.0001341083,0.000001220963,0.00005433207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001781956,"threshold_uncertainty_score":0.004816234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00783882033704816,"score_gpt":0.2355901618622142,"score_spread":0.2277513415251661,"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."}}