{"id":"W2595597414","doi":"10.1161/circulationaha.116.025958","title":"The Clinical Frailty Scale","year":2017,"lang":"en","type":"letter","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Observational study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001614436,0.0004738952,0.00124258,0.001004306,0.001260221,0.001600525,0.0005366658,0.004612612,0.004753273],"category_scores_gemma":[0.01744584,0.000244203,0.0006508115,0.0008094123,0.0009089369,0.001229529,0.001241916,0.009310822,0.00249024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701976,"about_ca_system_score_gemma":0.00251314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537447,"about_ca_topic_score_gemma":0.008010217,"domain_scores_codex":[0.9979862,0.0006896415,0.0003850459,0.0001632755,0.0005265641,0.0002491887],"domain_scores_gemma":[0.9958398,0.001503434,0.0004855763,0.0001625148,0.001039455,0.0009691934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001962236,0.00006889836,0.04351091,0.000113653,0.00008814318,0.001607939,0.0001711745,0.00007258098,0.0001136976,0.002713752,0.8943141,0.05702888],"study_design_scores_gemma":[0.001170929,0.0003566941,0.2092625,0.003885484,0.0002976425,0.007176088,0.001646698,0.001134113,0.0003844484,0.02398151,0.750396,0.0003078005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01633416,0.01690595,0.0004800874,0.8709697,0.02842999,0.0001655498,0.002666643,0.00008812614,0.06395984],"genre_scores_gemma":[0.2051204,0.01658937,0.001617233,0.6575576,0.08100968,0.001302726,0.00338188,0.00007053372,0.03335069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004753273,"threshold_uncertainty_score":0.01590127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09548153263786993,"score_gpt":0.376446055168297,"score_spread":0.2809645225304271,"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."}}