{"id":"W2046804479","doi":"10.1093/eurjhf/hfs034","title":"Impairment of Activities of Daily Living and Incident Heart Failure in Community-Dwelling Older Adults","year":2012,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Geriatric Research Education and Clinical Center; NIH Clinical Center; National Institutes of Health; Hartford Foundation for Public Giving; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; John A. Hartford Foundation","keywords":"Activities of daily living; Medicine; Hazard ratio; Confidence interval; Gerontology; Heart failure; Propensity score matching; Cohort study; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771829,0.000236482,0.0007057838,0.0004314907,0.00008865271,0.00001922088,0.0001232424,0.00004723567,0.0001089852],"category_scores_gemma":[0.0001127713,0.0001904919,0.0001945058,0.0001993374,0.0001146676,0.0003856648,0.0001672636,0.0006612911,0.000009121958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007227638,"about_ca_system_score_gemma":0.00005996015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007364615,"about_ca_topic_score_gemma":0.00006172433,"domain_scores_codex":[0.9972218,0.0009551022,0.0008794235,0.0001200219,0.0004505374,0.0003731053],"domain_scores_gemma":[0.9986379,0.0002566357,0.0003874291,0.0003203197,0.0001362553,0.0002614333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000512905,0.002457235,0.9031552,0.00129976,0.000329305,0.0001071522,0.03558365,0.00003790918,0.01156431,0.00004148582,0.04307819,0.001832855],"study_design_scores_gemma":[0.004461468,0.002633695,0.8922884,0.006356643,0.0002444275,0.0007029267,0.03033968,0.00001885389,0.005133796,0.000004533891,0.05754951,0.0002660044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920852,0.0009824031,0.00007365292,0.00624131,0.0001075999,0.0003512371,0.00000301624,0.00001322808,0.0001423702],"genre_scores_gemma":[0.98172,0.00007181259,0.01770996,0.0001882522,0.000180845,0.000001837827,0.000002773752,0.0000396451,0.00008487516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01763631,"threshold_uncertainty_score":0.7768034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273196506092783,"score_gpt":0.2503961490455361,"score_spread":0.2376641839846083,"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."}}