{"id":"W4366091824","doi":"10.3390/ijerph20085533","title":"Oral Health Problems among Canadians Aged 45 to 85: Data from the Canadian Longitudinal Study on Aging Baseline Survey (2011–2015)","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Government of Canada; Public Health Agency of Canada","keywords":"Oral health; Medicine; Tooth loss; Longitudinal study; Proxy (statistics); Gerontology; Population; Demography; Dentistry; Environmental health","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":[0.000994827,0.0004274978,0.0005843388,0.00248145,0.002587832,0.0009610568,0.001631836,0.0005806496,0.002159564],"category_scores_gemma":[0.002117217,0.0004045048,0.0008348456,0.005795503,0.0003728744,0.0005218969,0.0009780751,0.0009719154,0.0004548342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01573297,"about_ca_system_score_gemma":0.01802716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938769,"about_ca_topic_score_gemma":0.9969822,"domain_scores_codex":[0.9988882,0.00004331007,0.00008177854,0.0001060696,0.0006029595,0.0002776269],"domain_scores_gemma":[0.9979573,0.00005606356,0.0002978284,0.00005376181,0.001266274,0.0003687601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006632531,0.00004838084,0.984386,0.0001533391,0.00009996083,0.00005187116,0.0005099837,0.00007598435,0.00007951967,0.00008736891,0.009610013,0.004831226],"study_design_scores_gemma":[0.000005256567,0.00000893595,0.9979852,0.00004135758,0.00002326175,0.00002137279,0.000460251,0.00007087782,0.00001498434,0.0000101503,0.001350444,0.000007786466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500533,0.003566561,0.0002618518,0.001248699,0.00006954293,0.0003091023,0.1363169,0.00004954979,0.008124541],"genre_scores_gemma":[0.9458385,0.002948009,0.0006056815,0.0005229398,0.00002825668,0.000167531,0.04792387,0.00001180011,0.001953457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01573297,"threshold_uncertainty_score":0.1141512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3137723290611997,"score_gpt":0.4716488697295744,"score_spread":0.1578765406683748,"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."}}