{"id":"W6923662543","doi":"10.14288/1.0440716","title":"Air pollution, green space and dementia risk in Canada","year":2024,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Interquartile range; Air pollution; Population; Public health; Population health; Epidemiology; Risk assessment","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":[0.0006036372,0.0004629181,0.0007335152,0.001873326,0.004756166,0.001942367,0.001738733,0.0007988791,0.003897725],"category_scores_gemma":[0.002554771,0.0004456403,0.001221247,0.005725206,0.0007027334,0.0004663459,0.001389678,0.00134409,0.000393699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.042702,"about_ca_system_score_gemma":0.06922465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986821,"about_ca_topic_score_gemma":0.9989489,"domain_scores_codex":[0.9990807,0.0000496885,0.00006767018,0.000152218,0.0003537703,0.0002960564],"domain_scores_gemma":[0.9974384,0.0000946292,0.0002803578,0.0000585769,0.001422177,0.000705708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002523461,0.0001063618,0.977477,0.0001681752,0.0002330823,0.0002899786,0.001002154,0.0002974004,0.0001857387,0.0004412359,0.007724359,0.01182218],"study_design_scores_gemma":[0.00004858889,0.00004156948,0.993321,0.0001916251,0.0001243655,0.0001717328,0.001520774,0.0007447214,0.00006884825,0.0002800696,0.003444385,0.00004229641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433492,0.01328489,0.0003552392,0.004366347,0.0002222347,0.0002069858,0.02654241,0.00006304323,0.01160975],"genre_scores_gemma":[0.983074,0.005559869,0.0005493719,0.000785413,0.00003943308,0.00005906968,0.00559657,0.00001630205,0.004319886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.042702,"threshold_uncertainty_score":0.3098262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009639493610404368,"score_gpt":0.2164931762979683,"score_spread":0.2068536826875639,"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."}}