{"id":"W4312088494","doi":"10.1002/alz.060985","title":"Association of ambient air pollutants and cognitive impairment in a community‐dwelling elderly population: A four‐year cohort study","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Cognition; Cohort; Environmental health; Prospective cohort study; Medicine; Cohort study; Population; Gerontology; Cognitive impairment; Psychiatry; Disease; 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":[0.001057453,0.0006147678,0.0005620784,0.001166391,0.001032313,0.0009423569,0.0007273653,0.0009620352,0.001128173],"category_scores_gemma":[0.001306905,0.0005331198,0.001289917,0.001948756,0.0003199519,0.000601926,0.0008309539,0.0008974774,0.0002608519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004876116,"about_ca_system_score_gemma":0.0007632963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02878221,"about_ca_topic_score_gemma":0.02813014,"domain_scores_codex":[0.9993458,0.0001066418,0.00008871054,0.0002100961,0.0001138852,0.0001347966],"domain_scores_gemma":[0.9990232,0.00007022492,0.0002594852,0.0001542673,0.00022149,0.000271334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000212079,0.0001265966,0.9981589,0.00001422622,0.0003125477,0.0001256481,0.0001011252,0.00002864238,0.0002896689,0.00001050737,0.0001009626,0.0005191854],"study_design_scores_gemma":[0.00002363044,0.0001436408,0.9990872,0.000006243841,0.0001526446,0.00009510951,0.0001868856,0.0001149865,0.00003563595,0.00001499854,0.0001325924,0.000006494958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988342,0.000196452,0.0001103184,0.00003306501,0.00001374186,0.00002570966,0.0006499707,0.000003679503,0.0001329598],"genre_scores_gemma":[0.9987833,0.0001493887,0.0001108724,0.00004495844,0.00001253097,0.00003490358,0.0006071604,0.000002019932,0.0002548739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02878221,"threshold_uncertainty_score":0.0572294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036382997831589,"score_gpt":0.2998455255150565,"score_spread":0.2634625276834675,"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."}}