{"id":"W6976504592","doi":"10.60692/m1htr-npz56","title":"Chronic airflow obstruction and ambient particulate air pollution","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Particulates; Air pollution; Airflow; Particulate pollution; Pulmonary disease; Ventilation (architecture); Per capita","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":[0.0009498418,0.0001695638,0.0002344812,0.0006804075,0.0003387777,0.0006568966,0.0002416651,0.0003990894,0.004139433],"category_scores_gemma":[0.0047169,0.0001188326,0.0003982717,0.001005261,0.000490555,0.0003596485,0.0006875487,0.0005586825,0.0002191057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003632623,"about_ca_system_score_gemma":0.0009183466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473502,"about_ca_topic_score_gemma":0.01750567,"domain_scores_codex":[0.999178,0.000311136,0.00007634806,0.00009492016,0.0001866516,0.0001528759],"domain_scores_gemma":[0.9963824,0.00108749,0.001481428,0.0001197679,0.0002840183,0.000644967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004987968,0.0000246004,0.9970685,0.00003644619,0.00005772443,0.00006439325,0.00005068021,0.00006453544,0.0001098875,0.0001482546,0.0001397454,0.002185346],"study_design_scores_gemma":[0.00000199915,0.00003490721,0.9989937,0.00002465228,0.00002407255,0.0001151673,0.0000702491,0.0001264215,0.00002705556,0.00009674159,0.000483514,0.000001507177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886039,0.004911053,0.0002691743,0.001059834,0.00003918572,0.00001514388,0.0006357545,0.000007765647,0.004458035],"genre_scores_gemma":[0.9988192,0.0004635032,0.00005966439,0.00005886915,0.00002962488,0.000005764549,0.0001915249,0.000002025128,0.0003697635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473502,"threshold_uncertainty_score":0.02929848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03261861547906927,"score_gpt":0.2332653007806922,"score_spread":0.2006466853016229,"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."}}