{"id":"W2733389540","doi":"10.1093/geroni/igx004.4834","title":"USING A FRAILTY INDEX BASED ON DEFICIT ACCUMULATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Index (typography); Gerontology; Metric (unit); Operationalization; Psychological resilience; Resilience (materials science); Population; Medicine; Population ageing; Psychology; Environmental health; Computer science; Engineering","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":[0.003107959,0.001340718,0.0009170662,0.005585275,0.000664725,0.002224283,0.0009933241,0.0009413801,0.007414354],"category_scores_gemma":[0.01289936,0.0002116156,0.001675868,0.002916281,0.0006596504,0.001994872,0.00179442,0.001308512,0.001968091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157756,"about_ca_system_score_gemma":0.001024531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008068633,"about_ca_topic_score_gemma":0.01008998,"domain_scores_codex":[0.998289,0.0003604427,0.000322552,0.0002675353,0.0006437804,0.0001166399],"domain_scores_gemma":[0.9961725,0.0008945885,0.001203706,0.0003341299,0.001117206,0.0002779202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001073331,0.0004601863,0.537885,0.001256026,0.001777951,0.0007011595,0.001539826,0.01507434,0.005090654,0.02234082,0.0334724,0.3793284],"study_design_scores_gemma":[0.000244592,0.002143795,0.7232348,0.002026188,0.001978309,0.006330484,0.00138574,0.06533706,0.009951165,0.06854986,0.1182307,0.0005872064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4982115,0.01550522,0.3313836,0.003347222,0.001544058,0.002639684,0.03173544,0.002731929,0.1129012],"genre_scores_gemma":[0.8750743,0.004040614,0.0930893,0.0008375768,0.0004174609,0.00137012,0.01023344,0.0002003351,0.01473682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008068633,"threshold_uncertainty_score":0.02480346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691921825987,"score_gpt":0.4116200421515881,"score_spread":0.2424278595528881,"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."}}