{"id":"W4400407710","doi":"10.1007/s41999-024-01017-7","title":"Instruments for measuring the neuromuscular function domain of vitality capacity in older persons: an umbrella review","year":2024,"lang":"en","type":"review","venue":"European Geriatric Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Vrije Universiteit Brussel; World Health Organization","keywords":"Medicine; Context (archaeology); Physical medicine and rehabilitation; Checklist; Physical therapy; Dynamometer; Vitality; Isometric exercise; Psychology; Mechanical engineering","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":[0.01762019,0.001600772,0.005799455,0.01557791,0.0006977913,0.003317784,0.001848739,0.002445772,0.002267216],"category_scores_gemma":[0.06466153,0.0007948978,0.006128268,0.009176088,0.001180964,0.002980225,0.001805092,0.001549505,0.0004581145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491883,"about_ca_system_score_gemma":0.007300929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576742,"about_ca_topic_score_gemma":0.00598689,"domain_scores_codex":[0.9857082,0.005029374,0.005426052,0.001011197,0.002577228,0.0002478143],"domain_scores_gemma":[0.9399807,0.04500161,0.009636804,0.0009973445,0.004114837,0.0002686823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002064211,0.00004951395,0.00234176,0.7499973,0.006956846,0.00007324551,0.0003759147,0.0001932858,0.0004095078,0.001339281,0.004487005,0.2335699],"study_design_scores_gemma":[0.0001504825,0.0003035484,0.0105613,0.8768569,0.0370755,0.0005349078,0.00038666,0.0002518854,0.0003961669,0.00133256,0.07207266,0.00007744206],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002923788,0.9985967,0.0002036414,0.000308363,0.0001670468,0.00009735254,0.0001102402,0.000003709967,0.0002204208],"genre_scores_gemma":[0.006402576,0.9902755,0.001635597,0.0006245117,0.0002243187,0.0005274686,0.0001833691,0.000003845167,0.0001228113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01762019,"threshold_uncertainty_score":0.0931856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2216208748148362,"score_gpt":0.4357377852816113,"score_spread":0.2141169104667751,"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."}}