{"id":"W4413115551","doi":"10.1177/22799036251361430","title":"The Covid-19 hospitalization risk associated with air pollution in New York state counties after the 2023 Quebec wildfires","year":2025,"lang":"en","type":"article","venue":"Journal of public health research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Environmental health; Air pollution; Environmental science; Medicine; Demography; Ecology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03029188,0.0001108966,0.0002074157,0.0002651566,0.0007879686,0.0003170108,0.0005685262,0.00006961252,0.00007526282],"category_scores_gemma":[0.006321753,0.0000582345,0.00004604606,0.002239869,0.0003989165,0.0004682346,0.0001276776,0.0008402597,0.00002656824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004874709,"about_ca_system_score_gemma":0.004236269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1718836,"about_ca_topic_score_gemma":0.3802633,"domain_scores_codex":[0.992699,0.004190254,0.0005553672,0.0001807511,0.001615841,0.0007587614],"domain_scores_gemma":[0.9970905,0.0016527,0.000478585,0.0002740535,0.0001119169,0.000392275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002030627,0.0001046681,0.6203388,0.00004991418,0.00005412362,0.00001135766,0.002979266,0.001833175,0.000004182582,0.0001042544,0.3506001,0.02371714],"study_design_scores_gemma":[0.0005506967,0.0002789271,0.794402,0.0001017429,0.00000242851,0.000005282069,0.0009081598,0.001112333,0.000001357373,0.0003834418,0.2022009,0.00005274328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7483419,0.001802956,0.00124136,0.2473233,0.0003146403,0.0007294478,0.00001205156,0.00001309715,0.0002212228],"genre_scores_gemma":[0.9932534,0.0005572005,0.00001622393,0.002026106,0.00006725577,0.00002581188,0.000001973692,0.00001167864,0.004040405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452972,"threshold_uncertainty_score":0.9989454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138573660896849,"score_gpt":0.3585470999115075,"score_spread":0.297161363302539,"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."}}