{"id":"W2017519396","doi":"10.1111/jgs.12613","title":"Demographic Characteristics and Healthcare Use of Centenarians: A Population‐Based Cohort Study","year":2014,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital; Women's College Hospital; Queen's University; Institute for Clinical Evaluative Sciences; St. Michael's Hospital; St Mary's Hospital Centre; University of Toronto","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Canadian Patient Safety Institute; Institute of Nutrition, Metabolism and Diabetes; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Gerontology; Cohort; Health care; Population; Centenarian; Population ageing; Retrospective cohort study; Geriatrics; Demography; Longevity; Environmental health; Surgery","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":[0.0004980115,0.0003636123,0.0003293231,0.00121181,0.000962197,0.0008217496,0.0005207058,0.0004473967,0.001079762],"category_scores_gemma":[0.001126686,0.0004485913,0.000579412,0.001611129,0.0003735828,0.0005214675,0.0005198913,0.0005006483,0.0002683899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515558,"about_ca_system_score_gemma":0.001385116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2736746,"about_ca_topic_score_gemma":0.3410586,"domain_scores_codex":[0.999639,0.00003753837,0.00003070265,0.00006770567,0.00009636215,0.0001285894],"domain_scores_gemma":[0.9993528,0.00003194436,0.0002870062,0.00006916472,0.0001210211,0.0001381015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003882988,0.00001819016,0.9991737,0.000005032448,0.00002456216,0.0000419615,0.00017924,0.000008526402,0.00006873378,0.000009113969,0.0001122342,0.0003198804],"study_design_scores_gemma":[0.000003965125,0.00002345213,0.9994166,0.000006329838,0.00001059194,0.00005355049,0.0002552971,0.00002751474,0.000009950335,0.000004793869,0.0001850552,0.000002844247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979951,0.0001196347,0.00003232972,0.00003822844,0.000004174894,0.00002670794,0.001317068,0.000002060851,0.0004646449],"genre_scores_gemma":[0.998427,0.0001725973,0.00006278393,0.0000352157,0.000006843438,0.00002572976,0.0009600747,0.000001501055,0.0003082888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736746,"threshold_uncertainty_score":0.5441632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051729696063101,"score_gpt":0.2403845985960358,"score_spread":0.2298673016354048,"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."}}