{"id":"W3047535724","doi":"10.1016/j.chest.2020.03.031","title":"From the 10,000-foot View, We Need Ground-Level Data on Air Pollution and Idiopathic Pulmonary Fibrosis","year":2020,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Harm; Environmental health; Air pollution; Population; Disease; Intensive care medicine; Pathology","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":[0.003179451,0.0006686472,0.001376721,0.0007790676,0.004615295,0.003867394,0.001289527,0.06139064,0.0103539],"category_scores_gemma":[0.01689638,0.0006968945,0.001206361,0.0005322853,0.002764507,0.004837258,0.00179152,0.04821705,0.006698443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258301,"about_ca_system_score_gemma":0.004695813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008611464,"about_ca_topic_score_gemma":0.01705552,"domain_scores_codex":[0.9974083,0.0007586112,0.0003824937,0.0003170639,0.0007339268,0.0003995157],"domain_scores_gemma":[0.9897114,0.004947639,0.0004814191,0.0003209084,0.001854195,0.002684457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007835576,0.0001076976,0.001767605,0.00005095595,0.00001620473,0.002160674,0.0001577966,0.00004563461,0.0003242881,0.00254147,0.9831888,0.009560505],"study_design_scores_gemma":[0.0001961713,0.000190609,0.004736503,0.0007077419,0.00005105704,0.002721324,0.001385004,0.0007724076,0.0002090522,0.01669507,0.9722136,0.000121483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002849804,0.0005377562,0.00005592567,0.9837106,0.01358283,0.000006972103,0.00003779522,0.00001155524,0.001771588],"genre_scores_gemma":[0.002770371,0.0005684625,0.0002602042,0.9489356,0.04076294,0.00002480479,0.00003157836,0.00001620371,0.00662994],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06139064,"threshold_uncertainty_score":0.03463721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255402018502469,"score_gpt":0.3003658957312291,"score_spread":0.1748256938809821,"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."}}