{"id":"W4309621179","doi":"10.1101/2022.11.16.22282100","title":"Particulate matter air pollution and COVID-19 infection, severity, and mortality: A systematic review","year":2022,"lang":"en","type":"review","venue":"medRxiv","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Funnel plot; Confounding; Publication bias; Medicine; Meta-analysis; Cohort study; Odds ratio; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006682588,0.001649187,0.01011188,0.007542578,0.0005805209,0.002873237,0.00167946,0.001944944,0.004092564],"category_scores_gemma":[0.03282392,0.001200999,0.01033772,0.008760952,0.0007902379,0.001772248,0.001492611,0.001185882,0.0002666154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003076753,"about_ca_system_score_gemma":0.008070763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009500662,"about_ca_topic_score_gemma":0.02150116,"domain_scores_codex":[0.9936296,0.002064126,0.002355295,0.0006184643,0.001096876,0.0002356021],"domain_scores_gemma":[0.9792116,0.01402764,0.004623339,0.0002783699,0.001622229,0.0002368215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002316295,0.00001700267,0.001938352,0.9566954,0.02578651,0.00008655906,0.00008828295,0.0001009389,0.00009597959,0.0001073857,0.001000016,0.01385177],"study_design_scores_gemma":[0.0004091581,0.0002455207,0.0117023,0.7238405,0.2515721,0.0004716532,0.0002077414,0.0001814475,0.0001745391,0.0003577303,0.0107838,0.00005353664],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001490108,0.9974323,0.0001041709,0.0001764887,0.00006607226,0.0002145385,0.0003620221,0.000007399569,0.0001469195],"genre_scores_gemma":[0.02993814,0.9677935,0.0005657948,0.0004872372,0.0001134431,0.0006335182,0.0003272949,0.000006151172,0.0001349656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01011188,"threshold_uncertainty_score":0.03534132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044402617232811,"score_gpt":0.3846935366630894,"score_spread":0.2802532749398083,"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."}}