{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003155921,0.0001412816,0.0004624481,0.00008545171,0.00006109158,0.000003654073,0.00007211007,0.00006956969,0.00003935593],"category_scores_gemma":[0.000175314,0.0001156326,0.0001315479,0.00006623104,0.0001799338,0.0000412713,0.00004634477,0.0001805298,0.00001520638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002283147,"about_ca_system_score_gemma":0.00004299163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352171,"about_ca_topic_score_gemma":0.000001443155,"domain_scores_codex":[0.9989481,0.0001835433,0.0002740765,0.0002704657,0.00009566005,0.0002281591],"domain_scores_gemma":[0.9993182,0.00008644614,0.000116968,0.0002757037,0.00004908571,0.0001536264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006280377,0.0004262047,0.8968077,0.001251929,0.0004254678,0.0004125559,0.000180892,0.00002273304,0.0438987,0.01834635,0.001028339,0.0309187],"study_design_scores_gemma":[0.002184091,0.01286106,0.9416886,0.0009397452,0.00138181,0.008353791,0.000132841,0.01029543,0.002214334,0.005399975,0.01403537,0.0005129622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889426,0.00584196,0.0004190456,0.0002149226,0.0001806626,0.0001606241,0.00003385812,0.00004368954,0.004162621],"genre_scores_gemma":[0.9977584,0.001229522,0.0003434728,0.0001547774,0.000324204,0.0000120485,0.00001826163,0.0000178979,0.0001413461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04488083,"threshold_uncertainty_score":0.4715362,"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."}}