{"id":"W2771753769","doi":"10.1111/ajag.12487","title":"Frailty prevalence and factors associated with the Frailty Phenotype and Frailty Index: Findings from the North West Adelaide Health Study","year":2017,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Resthaven Incorporated","keywords":"Medicine; Polypharmacy; Frailty Index; Gerontology; Socioeconomic status; Obesity; Demography; Environmental health; Internal medicine; Population","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":[0.0006294535,0.0001953172,0.0002801805,0.0007949785,0.0003413482,0.0004039151,0.0002427836,0.000206468,0.0009376992],"category_scores_gemma":[0.001584652,0.0001932017,0.0001942733,0.0008407636,0.0002002081,0.0003268655,0.0005738009,0.0003587009,0.0001501637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003368407,"about_ca_system_score_gemma":0.0003500503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04344065,"about_ca_topic_score_gemma":0.07803106,"domain_scores_codex":[0.9997265,0.00006558636,0.00003722666,0.00005444268,0.0000725235,0.00004367572],"domain_scores_gemma":[0.9992802,0.00008996354,0.000295422,0.00003209732,0.0001335642,0.0001688405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004954867,0.00002451616,0.9982532,0.00002167567,0.00003654988,0.00003913997,0.0002046008,0.00002437022,0.00008887557,0.000007174498,0.0001763205,0.001074098],"study_design_scores_gemma":[0.000002602735,0.00001559276,0.9996226,0.000009585503,0.000005692698,0.00005309501,0.0001705214,0.00002377381,0.00001358447,0.000003996358,0.00007769313,0.000001235197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986418,0.0003147967,0.00002402422,0.00004866777,0.000002962062,0.000008220836,0.0005621228,0.000001066872,0.0003962934],"genre_scores_gemma":[0.99897,0.0001799899,0.00005987852,0.00002181342,0.000005197637,0.00001445982,0.0005814319,7.052318e-7,0.0001664455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04344065,"threshold_uncertainty_score":0.08637559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06157271640264383,"score_gpt":0.3159124127288694,"score_spread":0.2543396963262256,"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."}}