{"id":"W4316812986","doi":"10.1016/j.ijheh.2023.114114","title":"Air pollution and the onset of balance problems: The Canadian longitudinal study on aging","year":2023,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; Institut Universitaire de Gériatrie de Montréal; University of Ottawa","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Government of Canada","keywords":"Interquartile range; Air pollution; Environmental health; Balance (ability); Odds ratio; Medicine; Cohort study; Longitudinal study; Demography; Cohort; Odds; Particulates; Population; Gerontology; Environmental epidemiology; Logistic regression; Physical therapy; Surgery; Internal medicine; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00142188,0.0007495611,0.0007964802,0.001557725,0.001877803,0.001085729,0.001416563,0.001237368,0.00180064],"category_scores_gemma":[0.001954881,0.000392889,0.001108604,0.004825783,0.0003146173,0.000538357,0.0007819903,0.001851192,0.0003069847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006379446,"about_ca_system_score_gemma":0.01131517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9366372,"about_ca_topic_score_gemma":0.9594579,"domain_scores_codex":[0.9991266,0.00007434385,0.0000548219,0.0001361906,0.0003782421,0.0002297407],"domain_scores_gemma":[0.9985447,0.00004179419,0.0003075168,0.00006440138,0.0007328706,0.0003087557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002368435,0.0001168234,0.9866322,0.0001915781,0.0005010593,0.00008189082,0.0001858777,0.0001262596,0.00013907,0.0001341242,0.004285728,0.007368737],"study_design_scores_gemma":[0.00001464062,0.00002503737,0.998353,0.00004982373,0.0001070446,0.0000371228,0.00006166825,0.0001647265,0.00001560387,0.000043726,0.001119388,0.000008114279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976313,0.03236659,0.0009776664,0.002780456,0.000395939,0.0004772291,0.05820027,0.00007004839,0.007100492],"genre_scores_gemma":[0.9689201,0.008084088,0.001046322,0.0005448206,0.000102142,0.0002276698,0.01838583,0.0000111539,0.002677875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06336278,"threshold_uncertainty_score":0.1274718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03846968922505717,"score_gpt":0.3612567726021568,"score_spread":0.3227870833770996,"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."}}