{"id":"W3045310482","doi":"10.1016/j.archger.2020.104207","title":"Association between lifestyle behaviors and frailty in Atlantic Canadian males and females","year":2020,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba; Nova Scotia Health Authority; St. Boniface Hospital; Dalhousie University","funders":"","keywords":"Medicine; Demography; Cohort; Gerontology; Logistic regression; Alcohol consumption; Alcohol intake; Cohort study; Physical activity; Cross-sectional study; Sedentary lifestyle; Frailty Index; Alcohol; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00008605738,0.000100811,0.0003199813,0.0001305516,0.00004640225,0.000007111478,0.00003998564,0.0001273752,0.000008886021],"category_scores_gemma":[0.0003196664,0.0001007705,0.00002022944,0.00007497421,0.000134772,0.00004581482,0.00004137842,0.0001708911,0.000001032842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001556217,"about_ca_system_score_gemma":0.00007363597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01505612,"about_ca_topic_score_gemma":0.0649034,"domain_scores_codex":[0.9992396,0.00006281009,0.0002116153,0.0002070733,0.00006601457,0.000212944],"domain_scores_gemma":[0.9991752,0.0004108416,0.00008227429,0.00007125823,0.00001294117,0.0002474873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003636983,0.00001151553,0.9904562,0.0001182613,0.00003628758,0.0000271329,0.002550387,2.499665e-7,0.0002295393,0.00006968178,0.0001044784,0.006359924],"study_design_scores_gemma":[0.0009079885,0.0002266584,0.9972718,0.00002773176,0.0001295427,0.00002077029,0.000174141,0.00005409288,0.00005362821,0.0001705879,0.0008779163,0.00008509001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882119,0.001236248,0.00002591815,0.009840375,0.00002872334,0.0001669785,0.0000319198,0.00001069591,0.0004472768],"genre_scores_gemma":[0.9976064,0.0007056239,0.001237077,0.000233823,0.00006800637,0.000003363008,0.00003301643,0.000007695076,0.0001049992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04984728,"threshold_uncertainty_score":0.9915027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752672833728167,"score_gpt":0.2837327482939076,"score_spread":0.2462060199566259,"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."}}