{"id":"W1985437949","doi":"10.1007/s11255-012-0360-4","title":"Routine use of an abbreviated 4-item scale to assess dependence in essential activities of daily living amongst elderly hemodialysis patients: a validation study","year":2012,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Nephrology; Hemodialysis; Scale (ratio); Activities of daily living; Internal medicine; Intensive care medicine; Gerontology; Physical therapy","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":[0.006584601,0.001148278,0.001043532,0.001203762,0.00135196,0.001584807,0.001164395,0.001790961,0.0008876882],"category_scores_gemma":[0.01082125,0.0008157367,0.001651626,0.00100372,0.0009964658,0.001592592,0.001265998,0.001935886,0.0005897982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009188232,"about_ca_system_score_gemma":0.001008826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005119579,"about_ca_topic_score_gemma":0.007481696,"domain_scores_codex":[0.9969109,0.001183183,0.0005181435,0.0003796626,0.000751484,0.000256737],"domain_scores_gemma":[0.9915474,0.002460598,0.001770854,0.001015176,0.002466163,0.0007397184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006387476,0.002458655,0.9894132,0.00003498274,0.0002484605,0.00006892233,0.001212405,0.0001468813,0.000723567,0.00004269558,0.0002291982,0.00478234],"study_design_scores_gemma":[0.000139157,0.001852941,0.9958496,0.00001386098,0.0000860924,0.0001155773,0.0008163869,0.0005639843,0.0001793074,0.00003428339,0.0003289676,0.00001978394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988227,0.00004894704,0.0002458921,0.00003053083,0.00001727806,0.0002033099,0.0001632837,0.000004897639,0.0004631792],"genre_scores_gemma":[0.9969499,0.00009544301,0.001079994,0.0001280129,0.00002278358,0.0003822566,0.0007686726,0.000009382634,0.0005635514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006584601,"threshold_uncertainty_score":0.03482312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092411517186823,"score_gpt":0.2897467075070559,"score_spread":0.2688225923351877,"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."}}