{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001417772,0.0001345518,0.000268389,0.0001062642,0.00006454366,0.00001984507,0.00005795861,0.00006446982,0.0004502366],"category_scores_gemma":[0.00004342545,0.0001117313,0.00005155289,0.00007512789,0.0001112361,0.0002128451,0.00005496241,0.0001700637,0.000003568497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009136416,"about_ca_system_score_gemma":0.00003879141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262094,"about_ca_topic_score_gemma":0.00002211261,"domain_scores_codex":[0.9990132,0.0001216478,0.0002506178,0.0002590556,0.00007993193,0.0002755648],"domain_scores_gemma":[0.9996081,0.00005097875,0.00006722948,0.0001198987,0.00004282831,0.0001109951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001170418,0.00004088179,0.9891867,0.0009426358,0.0000496948,0.0001625883,0.0003060535,0.00002951646,0.000829328,0.0005072748,0.001483304,0.005291624],"study_design_scores_gemma":[0.001060967,0.0006921185,0.9620111,0.001919352,0.0001074059,0.000491629,0.0001116557,0.03303137,0.00005099443,0.0000898732,0.0002397996,0.0001937272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889842,0.008523937,0.0001833159,0.001020355,0.0002703915,0.0005609767,0.00001571921,0.00004133712,0.0003997627],"genre_scores_gemma":[0.9979135,0.0005561425,0.0002679924,0.0003436203,0.0003240664,0.0001681316,0.00003633986,0.00001356853,0.0003765701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03300186,"threshold_uncertainty_score":0.4929775,"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."}}