{"id":"W4390638606","doi":"10.1093/eurjcn/zvad126","title":"Why isn’t frailty being assessed on an ongoing basis within the cardiac setting?","year":2024,"lang":"en","type":"letter","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Metropolitan area; Gerontology; Nursing homes; Library science; Family medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003331141,0.0004454789,0.0007872945,0.0007910519,0.004117239,0.002292229,0.000944323,0.01866222,0.0103584],"category_scores_gemma":[0.04931564,0.0004417289,0.0006383504,0.0006893967,0.002680796,0.004059821,0.001343685,0.02395754,0.007142174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003940234,"about_ca_system_score_gemma":0.004736845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01290449,"about_ca_topic_score_gemma":0.0131535,"domain_scores_codex":[0.996469,0.0008699445,0.0006493169,0.0003464396,0.001205265,0.0004600723],"domain_scores_gemma":[0.9836085,0.007109298,0.001075175,0.0004702348,0.005165812,0.002570949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003156184,0.00002600989,0.0009593738,0.0000807069,0.000005346529,0.003951389,0.0004082558,0.00002760989,0.0001059369,0.001864623,0.9811466,0.01139261],"study_design_scores_gemma":[0.00007579153,0.0001086048,0.003627829,0.001736473,0.0000285455,0.01913858,0.002232979,0.0003200027,0.0002756958,0.006828059,0.9655284,0.0000991031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006375803,0.001349434,0.00009179278,0.9715133,0.02241345,0.000009465995,0.00004070849,0.00002020736,0.003924096],"genre_scores_gemma":[0.01146057,0.004325187,0.0004943123,0.9240496,0.0447487,0.00004064125,0.0000538271,0.00004323537,0.01478406],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01866222,"threshold_uncertainty_score":0.03465229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195683262873424,"score_gpt":0.2696976263144096,"score_spread":0.2477407936856754,"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."}}