{"id":"W2171160165","doi":"10.1080/01926230601064787","title":"Environmental, Inhaled and Ingested Causes of Pulmonary Fibrosis","year":2007,"lang":"en","type":"review","venue":"Toxicologic Pathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary fibrosis; Lung; Lung biopsy; Fibrosis; Connective tissue; Physical examination; Pathology; Biopsy; Intensive care medicine; Radiology; Internal medicine","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":[0.0003147726,0.000508631,0.002436803,0.0003666932,0.0000703545,0.000006634157,0.0001697839,0.001010019,0.0002832773],"category_scores_gemma":[0.0001010468,0.0003943635,0.0004997706,0.0001897804,0.000644578,0.0000446819,0.000266835,0.0005133128,0.00004721027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537918,"about_ca_system_score_gemma":0.0001423635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004188465,"about_ca_topic_score_gemma":5.662646e-7,"domain_scores_codex":[0.9975941,0.000255471,0.0008676462,0.0006357706,0.0001990845,0.0004479207],"domain_scores_gemma":[0.9985561,0.0002655323,0.0004746619,0.0004594922,0.00002382277,0.0002204143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006102086,0.0009557058,0.0002138639,0.01968355,0.0002160795,0.008826573,0.00004770267,7.771079e-8,0.001264877,0.00008757671,0.0001787875,0.967915],"study_design_scores_gemma":[0.0007534562,0.009512222,0.002427821,0.01319229,0.005400313,0.02626157,0.000125786,0.000008740243,0.00007656639,0.00008608921,0.9412419,0.0009133036],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006825364,0.990061,0.0000095538,0.00002354416,0.000208704,0.0009631868,0.000333435,0.000062889,0.001512342],"genre_scores_gemma":[0.01671343,0.9818662,0.0002537666,0.0001756495,0.0001823303,0.00009016661,0.0002901988,0.00005418196,0.0003741099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9670017,"threshold_uncertainty_score":0.9998508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627907626726679,"score_gpt":0.3413252041356352,"score_spread":0.2850461278683684,"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."}}