{"id":"W1604342131","doi":"10.1111/j.1532-5415.2009.02667.x","title":"Physiological Redundancy in Older Adults in Relation to the Change with Age in the Slope of a Frailty Index","year":2010,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Capital District Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Percentile; Frailty Index; Confounding; Ageing; Demography; Gerontology; Confidence interval; Statistics; Internal medicine; Mathematics","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":[0.001243143,0.0001542459,0.000458176,0.0001033824,0.00004785158,0.00001523925,0.000552527,0.00009462216,0.00001155049],"category_scores_gemma":[0.0005037476,0.00006700966,0.000223439,0.002036175,0.0002891073,0.0001022291,0.00009818791,0.001552557,0.000001353684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301727,"about_ca_system_score_gemma":0.0001410317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005817148,"about_ca_topic_score_gemma":0.0007661896,"domain_scores_codex":[0.9981695,0.0002357996,0.0005774722,0.0001665856,0.0005865857,0.0002640526],"domain_scores_gemma":[0.9982849,0.0002713845,0.0007925094,0.0004500155,0.0001401829,0.00006099345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985212,0.001597295,0.8435522,0.0001222381,0.0001033574,0.0001139341,0.1106868,0.0006366392,0.008088626,0.00006182089,0.009367271,0.02368452],"study_design_scores_gemma":[0.001920614,0.0005155798,0.9920862,0.0002207911,0.00002797896,0.00007602151,0.004187128,0.0002170117,0.00004022393,0.00008051901,0.000542695,0.00008524494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808514,0.00009848023,0.00005105666,0.01801213,0.000180705,0.0007030378,0.000003741562,0.00000403235,0.00009541088],"genre_scores_gemma":[0.9951366,0.0001725645,0.001602366,0.002664551,0.0003555385,0.00002406213,0.000001160782,0.00001550197,0.00002763082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1485339,"threshold_uncertainty_score":0.6745174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223792370131142,"score_gpt":0.285672761969257,"score_spread":0.2632935249561428,"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."}}