{"id":"W2141642823","doi":"10.1378/chest.12-2403","title":"Clinical Features and Outcomes in Combined Pulmonary Fibrosis and Emphysema in Idiopathic Pulmonary Fibrosis","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":324,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Pulmonary emphysema; Internal medicine; Fibrosis; Pulmonary disease; Pathology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007038693,0.0003748039,0.0009665751,0.0003593839,0.0001523067,0.0001532341,0.0001663593,0.0003389295,0.0001003359],"category_scores_gemma":[0.0002583115,0.0003006553,0.0002629574,0.000250465,0.0003008178,0.0005073901,0.0001721195,0.001174834,0.00002071261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141501,"about_ca_system_score_gemma":0.0001417592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002194502,"about_ca_topic_score_gemma":0.00001531233,"domain_scores_codex":[0.9973341,0.0002319496,0.001019188,0.0004989337,0.0003558081,0.0005600022],"domain_scores_gemma":[0.9985694,0.000207458,0.0002168753,0.0002849352,0.0001095861,0.0006117749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001917725,0.0007904257,0.9756706,0.0005176623,0.0000530635,0.001116781,0.0001912292,0.000001383515,0.004562893,0.00004774799,0.0005400318,0.01459049],"study_design_scores_gemma":[0.001750262,0.001722569,0.9900538,0.001598552,0.00008903099,0.002190672,0.000454099,0.0005598791,0.00005529668,0.0009732923,0.0002366368,0.0003159099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870675,0.00724291,0.000006664907,0.00410969,0.000316234,0.0004797371,0.00001485132,0.00003190902,0.0007304928],"genre_scores_gemma":[0.9955332,0.002435483,0.0004586386,0.0006011584,0.0004240313,0.00003996641,0.00001419988,0.00004617929,0.0004471427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438324,"threshold_uncertainty_score":0.9999446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448913516410591,"score_gpt":0.2862398341027361,"score_spread":0.2717506989386302,"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."}}