{"id":"W2023270830","doi":"10.1378/chest.14-1299","title":"Air Pollution Exposure","year":2015,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"GlaxoSmithKline","keywords":"Medicine; Interstitial lung disease; Air pollution; Lung cancer; Disease; Environmental health; Intensive care medicine; Risk factor; Respiratory disease; Lung disease; Lung; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006227137,0.001020086,0.001572944,0.002488655,0.0002397324,0.001181126,0.0005932819,0.001236639,0.007509188],"category_scores_gemma":[0.001455948,0.0002755656,0.0009852983,0.002097277,0.0002714865,0.000666353,0.0007824107,0.001313092,0.001979719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330036,"about_ca_system_score_gemma":0.001134353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259718,"about_ca_topic_score_gemma":0.004935385,"domain_scores_codex":[0.9995351,0.0000787245,0.00008391888,0.00008386609,0.0001896023,0.0000289431],"domain_scores_gemma":[0.9995327,0.0001962424,0.000107738,0.00001525188,0.0001189933,0.00002906407],"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":[0.00009648241,0.00008746837,0.001202236,0.04972486,0.0005610223,0.0001124198,0.00005149675,0.0001417223,0.0008515083,0.0008075516,0.03789534,0.908468],"study_design_scores_gemma":[0.00009583503,0.0002549194,0.01199144,0.03274649,0.00256443,0.001735704,0.0001764235,0.0001506663,0.0008525883,0.001902259,0.9474772,0.00005206486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001700457,0.9977946,0.00007072898,0.0002467769,0.0003672843,0.00001317505,0.0001057306,0.000006253474,0.001225452],"genre_scores_gemma":[0.001628928,0.9966553,0.0001414687,0.0003373125,0.0003664724,0.00001194233,0.0001069961,0.000001188515,0.0007503311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007509188,"threshold_uncertainty_score":0.02512079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701577214576904,"score_gpt":0.3937590679806873,"score_spread":0.2236013465229969,"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."}}