{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005978286,0.0001331677,0.0003443834,0.00004037452,0.0001133416,0.0000319489,0.0002353999,0.00005763231,0.000001035906],"category_scores_gemma":[0.0002047839,0.000100477,0.000267376,0.0002297379,0.0001320025,0.000005946315,0.00009496712,0.0001643603,8.975529e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000213959,"about_ca_system_score_gemma":0.000081022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358738,"about_ca_topic_score_gemma":0.0000277806,"domain_scores_codex":[0.9987123,0.0002332356,0.0004509306,0.0001619954,0.0002792995,0.0001622459],"domain_scores_gemma":[0.9980828,0.00004160054,0.001126587,0.00035155,0.0003056178,0.00009188749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003709887,0.000123302,0.992463,0.00002312488,0.0001135727,2.87662e-7,0.0002742188,0.0001810176,0.005882679,0.0000034947,0.000342162,0.0005560768],"study_design_scores_gemma":[0.0003949547,0.0006484906,0.9969847,0.000009178008,0.0001543773,0.00001228418,0.000274836,0.0004723794,0.0003303953,0.00002734938,0.0005796028,0.0001114835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933937,0.0001307437,0.005520689,0.0005114613,0.0002246593,0.0001973845,0.00001755741,0.000002916853,9.493104e-7],"genre_scores_gemma":[0.9939338,0.0005142945,0.004459393,0.0008281507,0.0002231703,0.00000164949,0.00000736195,0.00001993592,0.0000122209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005552284,"threshold_uncertainty_score":0.4097331,"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."}}