{"id":"W2736308984","doi":"10.1615/critrevbiomedeng.2017019757","title":"Air Pollution's Effects on the Human Respiratory System","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Air pollution; Pollutant; Asthma; Pollution; Ozone; Environmental science; Particulates; Environmental health; Respiratory system; Nitrogen dioxide; Medicine; Immunology; Chemistry; Biology; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001943561,0.0001406512,0.0002558787,0.00004306433,0.0001048256,0.000007608704,0.0002414404,0.0001099553,0.0003065833],"category_scores_gemma":[0.004824667,0.00006998319,0.00006113709,0.0002643022,0.0002745253,0.00007765934,0.00009024779,0.0002350473,0.001107282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004550244,"about_ca_system_score_gemma":0.000009757032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001091569,"about_ca_topic_score_gemma":0.000001658639,"domain_scores_codex":[0.9983206,0.0002219706,0.0004165562,0.0002356509,0.0003456914,0.0004595197],"domain_scores_gemma":[0.9982873,0.001035234,0.00002558189,0.0002961389,0.000002967081,0.0003527645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001830981,0.0003115837,0.0007480662,0.004262394,0.00001095577,0.0001576681,0.0002709466,0.00006185649,0.02731091,0.5523874,0.09127961,0.3231803],"study_design_scores_gemma":[0.0002960053,0.0001800056,0.01608536,0.003943967,0.000007138335,0.000005351399,0.00001010459,0.0003128249,0.0006302345,0.0003812882,0.9779332,0.0002145061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2592379,0.01383299,0.1719259,0.5123464,0.005515504,0.006865258,0.00005731417,0.001476682,0.02874208],"genre_scores_gemma":[0.9885219,0.00007835328,0.0003788535,0.01060332,0.0002608116,0.0001025366,3.910615e-7,0.00001485694,0.00003896808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8866536,"threshold_uncertainty_score":0.9996704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287130178916233,"score_gpt":0.3327216705208778,"score_spread":0.2898503687317154,"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."}}