{"id":"W4416186086","doi":"10.1016/j.envres.2026.124560","title":"Association between long-term exposure to ambient PM2.5 and NO2 and cognitive function in the CARTaGENE cohort","year":2025,"lang":"en","type":"article","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Interquartile range; Cognition; Association (psychology); Cohort; Cohort study; Working memory; Air pollutants","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004043425,0.0004128455,0.0003912618,0.0006029877,0.0007134713,0.001032677,0.0006145791,0.0008200797,0.003960641],"category_scores_gemma":[0.0009561709,0.0004505395,0.0008959455,0.000823558,0.0002420013,0.0003835032,0.0005113303,0.000707812,0.0005539361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005431429,"about_ca_system_score_gemma":0.0005837949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2156476,"about_ca_topic_score_gemma":0.1763801,"domain_scores_codex":[0.9997438,0.00004254266,0.00001187308,0.00009165522,0.00004090866,0.00006919067],"domain_scores_gemma":[0.9994341,0.00008376936,0.0001241464,0.00009951567,0.0001209569,0.0001375904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007408027,0.0001263443,0.9933327,0.00002010909,0.0004949612,0.0003428223,0.0002809343,0.0001203918,0.001296403,0.0001197262,0.001387096,0.001737753],"study_design_scores_gemma":[0.00001777995,0.00005805138,0.9982818,0.000008839305,0.0001035319,0.00009872123,0.0002180269,0.0002245014,0.00005946817,0.00003883457,0.0008814616,0.000009046249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955307,0.0003477277,0.0001028499,0.0001066672,0.0000417816,0.000007102529,0.002155479,0.00001665286,0.001691135],"genre_scores_gemma":[0.993681,0.0002373271,0.0001126864,0.00008164671,0.0000336488,0.00001808119,0.001387669,0.00001259136,0.004435306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2156476,"threshold_uncertainty_score":0.4287848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427944571570832,"score_gpt":0.3717479609240646,"score_spread":0.3174685152083563,"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."}}