{"id":"W2733596780","doi":"10.1093/geroni/igx004.5132","title":"FRAILTY IN THE NORTH WEST ADELAIDE HEALTH STUDY USING THE FRAILTY PHENOTYPE AND INDEX APPROACHES","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; Medicine; Gerontology; Demography; Cohort; Index (typography); 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":[0.001500203,0.0003801452,0.0004415104,0.001343142,0.0004812483,0.0008448742,0.0003978634,0.0002680383,0.0005952215],"category_scores_gemma":[0.003572011,0.000219221,0.0003363073,0.001435407,0.0002433396,0.0007337931,0.0008007548,0.0006835711,0.0001538284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463374,"about_ca_system_score_gemma":0.0005824149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05162239,"about_ca_topic_score_gemma":0.1117636,"domain_scores_codex":[0.9994437,0.0001868125,0.00007539822,0.0000980985,0.0001263677,0.00006954083],"domain_scores_gemma":[0.9987537,0.0001922247,0.0004402536,0.00009066338,0.0002341387,0.0002889937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000689582,0.00002434038,0.9976561,0.0000183565,0.00005974031,0.00002880363,0.0001561961,0.00004218579,0.00005769586,0.00002130669,0.0002306292,0.001635792],"study_design_scores_gemma":[0.000009412354,0.0000445292,0.9991677,0.0000200377,0.00001770222,0.00006243311,0.0002367978,0.0001627624,0.00002428639,0.00002999736,0.0002200112,0.000004376099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979172,0.0004134741,0.0000869564,0.0001023628,0.000009862753,0.00002176875,0.0008186704,0.000002693104,0.0006268825],"genre_scores_gemma":[0.9973454,0.0003333825,0.0004061528,0.00008238357,0.00001872189,0.0000553497,0.001461448,0.00000239062,0.0002947949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05162239,"threshold_uncertainty_score":0.1026438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793963520189421,"score_gpt":0.3730269827607988,"score_spread":0.1936306307418567,"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."}}