{"id":"W2981474998","doi":"10.14283/jfa.2019.37","title":"The Influence of Lifestyle Behaviors on the Incidence of Frailty","year":2020,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"National Institute on Aging","keywords":"Medicine; Incidence (geometry); Confidence interval; Gerontology; Odds ratio; Cohort; Logistic regression; Cohort study; Demography; Population; Odds; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001085677,0.0002032796,0.0001849668,0.000570022,0.0002426283,0.0004481045,0.0002143079,0.0002339009,0.001525486],"category_scores_gemma":[0.004164988,0.0001277639,0.0005206229,0.0004648139,0.0001947723,0.0002278032,0.0003227874,0.0003906029,0.0001283712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675476,"about_ca_system_score_gemma":0.0002886028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005899782,"about_ca_topic_score_gemma":0.005596829,"domain_scores_codex":[0.9996458,0.0001254901,0.00002871231,0.00006632361,0.00005753971,0.00007603772],"domain_scores_gemma":[0.9975374,0.0004881253,0.001201403,0.0001991593,0.0002198253,0.0003541044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678053,0.000033489,0.9975913,0.000006957931,0.00007142535,0.00001500461,0.00003504142,0.00004069473,0.00008187426,0.00001122218,0.00003694683,0.00190824],"study_design_scores_gemma":[0.000001242859,0.00004030589,0.999814,0.000002255749,0.00001558509,0.00001768597,0.00001306422,0.00004803266,0.00001069805,0.000007027109,0.00002941783,7.014337e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987342,0.0003187465,0.00008196697,0.0000543932,0.000003817469,0.000005703738,0.0002830903,0.000003592037,0.0005145537],"genre_scores_gemma":[0.9996045,0.00008921437,0.00004399881,0.000008033482,0.00000486007,0.000004046788,0.0001480145,0.000001059732,0.00009629947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005899782,"threshold_uncertainty_score":0.01173091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566426776409503,"score_gpt":0.3067401817074047,"score_spread":0.2710759139433097,"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."}}