{"id":"W2081772751","doi":"10.1148/radiol.13120816","title":"Interstitial Lung Abnormalities in a CT Lung Cancer Screening Population: Prevalence and Progression Rate","year":2013,"lang":"en","type":"article","venue":"Radiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":328,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Cancer Institute; Chonbuk National University Hospital; Chonbuk National University","keywords":"Medicine; Lung cancer; Lung; Population; Radiology; Cancer; Lung cancer screening; Pathology; Oncology; Internal medicine; Environmental health","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":[0.001595726,0.0002194812,0.0004668167,0.001614333,0.0002809929,0.0006777181,0.000600963,0.000655711,0.0009764434],"category_scores_gemma":[0.004902404,0.0002633247,0.0003603662,0.0009747536,0.0003251821,0.0007587962,0.000471661,0.000491772,0.0002255352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836002,"about_ca_system_score_gemma":0.000212339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665229,"about_ca_topic_score_gemma":0.002035986,"domain_scores_codex":[0.9987823,0.0003177752,0.0001285799,0.0003586097,0.0003097624,0.0001029237],"domain_scores_gemma":[0.9964448,0.0005833103,0.002155492,0.000258157,0.000354023,0.0002043782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006789157,0.00001661183,0.9987825,0.000005799865,0.00002181034,0.00005087924,0.00002612341,0.00002629377,0.0001052337,0.000005542362,0.00001874435,0.0008727399],"study_design_scores_gemma":[0.00000540332,0.000104225,0.9983746,0.000005849167,0.00002596487,0.000960604,0.00006538676,0.0003111406,0.0000775164,0.00001549152,0.00005045253,0.000003398047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990125,0.0003506147,0.0001411464,0.0000237763,0.000002130287,0.0000192872,0.0001929639,0.000006376916,0.0002512746],"genre_scores_gemma":[0.9994566,0.0001196492,0.0001076352,0.000008833021,0.000007626735,0.00001034308,0.0002276565,0.000001659693,0.00006007869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002665229,"threshold_uncertainty_score":0.008439064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009037328989765895,"score_gpt":0.2968430425638168,"score_spread":0.2878057135740509,"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."}}