{"id":"W4403823380","doi":"10.1093/eurpub/ckae144.1408","title":"The effect of outdoor air pollution on Alzheimer’s disease: a systematic review","year":2024,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air pollution; Environmental health; Disease; Medicine; Pollution; Environmental science; Environmental planning; Pathology; Biology; Ecology","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":[0.006262298,0.001415591,0.008264701,0.009532453,0.0006886186,0.002911914,0.001613912,0.00200424,0.005275941],"category_scores_gemma":[0.02991615,0.0009014786,0.006388645,0.01136827,0.000849637,0.002232654,0.001377488,0.001013665,0.0003351104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867134,"about_ca_system_score_gemma":0.008648409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008621512,"about_ca_topic_score_gemma":0.0228217,"domain_scores_codex":[0.9941373,0.001818605,0.002260162,0.0005185736,0.001052598,0.0002128089],"domain_scores_gemma":[0.9759714,0.0170838,0.004231289,0.0002607277,0.002191766,0.0002608414],"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":[0.0001234575,0.00001146976,0.0008581305,0.9789324,0.007510313,0.00009689512,0.0001370567,0.00004812074,0.00008799915,0.00008099366,0.0006443238,0.01146881],"study_design_scores_gemma":[0.0002110021,0.0001903907,0.007105193,0.888611,0.09287874,0.0004095148,0.0003251219,0.00008159353,0.0001365988,0.0001971499,0.009819131,0.00003464214],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001836292,0.9969022,0.00009233264,0.0001858333,0.0001044574,0.0002381779,0.0004064965,0.000005676843,0.000228677],"genre_scores_gemma":[0.02430194,0.9738311,0.0003781421,0.0004194712,0.000120146,0.0005747351,0.0002458107,0.00000415558,0.000124473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009532453,"threshold_uncertainty_score":0.03311861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507276034360006,"score_gpt":0.4095032635262318,"score_spread":0.2587756600902312,"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."}}