{"id":"W4388682633","doi":"10.1016/j.chest.2023.11.012","title":"COPD Exposed to Air Pollution","year":2023,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; COPD; Air pollution; Pollution; Environmental health; Intensive care medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008827215,0.00108288,0.00276738,0.002903692,0.0002841875,0.001278185,0.0007552037,0.001705869,0.0054117],"category_scores_gemma":[0.002002015,0.0003447018,0.001655434,0.002385471,0.000368473,0.0009504443,0.001000044,0.001710754,0.001395901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671557,"about_ca_system_score_gemma":0.001593037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022743,"about_ca_topic_score_gemma":0.005360031,"domain_scores_codex":[0.9995154,0.00008143666,0.0001095433,0.00007437378,0.0001825684,0.00003673962],"domain_scores_gemma":[0.9992476,0.0003861702,0.0001633327,0.00001916508,0.0001404959,0.00004340605],"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":[0.000131961,0.00007978718,0.0005655512,0.09893302,0.0009034578,0.0001508747,0.00005422019,0.0001567187,0.0007270507,0.0009948718,0.03076622,0.8665363],"study_design_scores_gemma":[0.0002074694,0.0003113264,0.008877681,0.08331779,0.005436235,0.001917898,0.0001853895,0.0001900186,0.0005156446,0.002200704,0.8967801,0.00005990718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004879189,0.9992334,0.0000238221,0.0001608272,0.0002398943,0.000004904935,0.00002012608,0.000002505139,0.0002657655],"genre_scores_gemma":[0.0005944857,0.9985507,0.00005612557,0.0002757381,0.0002991867,0.000007174227,0.00002493657,6.507074e-7,0.0001909457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0054117,"threshold_uncertainty_score":0.01810402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2242753372300577,"score_gpt":0.4079237585018872,"score_spread":0.1836484212718295,"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."}}