{"id":"W2739506045","doi":"10.1089/jwh.2016.6041","title":"Regional Differences in Incident Prefrailty and Frailty","year":2017,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Sanofi","keywords":"Medicine; Hazard ratio; Body mass index; Depression (economics); Anxiety; Hospital Anxiety and Depression Scale; Confidence interval; Cohort study; Longitudinal study; Proportional hazards model; Prospective cohort study; Gerontology; Physical therapy; Internal medicine; Demography; Psychiatry; Pathology","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":[0.001005493,0.0001769306,0.000276799,0.0005964721,0.0002413193,0.0005147534,0.0003335334,0.000323707,0.001205713],"category_scores_gemma":[0.003201772,0.0001636973,0.0005573871,0.0006144851,0.0002622563,0.0003346899,0.0005263198,0.0003222736,0.0001514039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221733,"about_ca_system_score_gemma":0.0002198328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009192052,"about_ca_topic_score_gemma":0.008740673,"domain_scores_codex":[0.9996152,0.0001036782,0.00003298701,0.000102147,0.00005130025,0.00009454404],"domain_scores_gemma":[0.9977167,0.000318563,0.001269812,0.0002609231,0.0002231007,0.0002110136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001449171,0.00001222579,0.9975724,0.00001306862,0.00009675009,0.00003455608,0.0001269433,0.00008635935,0.0002485145,0.00003497619,0.00005813396,0.001571187],"study_design_scores_gemma":[0.00000227417,0.00002438246,0.9996027,0.000004268269,0.00002405204,0.00007177285,0.00005863893,0.00006454546,0.00003655879,0.00002627695,0.00008272105,0.000001809987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985377,0.0004826604,0.0002241573,0.00004518673,0.000002866384,0.000003875636,0.0003004257,0.000004967179,0.0003981594],"genre_scores_gemma":[0.9995883,0.00007679362,0.00007189306,0.00001146853,0.000003489657,0.000002116441,0.0001770781,0.000001363054,0.00006760837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009192052,"threshold_uncertainty_score":0.01827711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07783906857660688,"score_gpt":0.3614629362641949,"score_spread":0.283623867687588,"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."}}