{"id":"W4409016919","doi":"10.1111/jhn.70046","title":"Current Practices of Irish Dietitians Assessing and Monitoring Muscle Strength, Mass and Function: A Cross‐Sectional Survey","year":2025,"lang":"en","type":"article","venue":"Journal of Human Nutrition and Dietetics","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Cross-sectional study; Muscle mass; Test (biology); Muscle strength; Physical therapy; Family medicine; Internal medicine; Pathology","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":[0.002572139,0.0001267535,0.0003352197,0.001037991,0.0004131272,0.0008746265,0.0005800762,0.0003720706,0.0007583701],"category_scores_gemma":[0.004457873,0.0003078681,0.0003295332,0.00137224,0.0005050077,0.0005051839,0.0006751151,0.0004236281,0.0004221093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438926,"about_ca_system_score_gemma":0.001481694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06096498,"about_ca_topic_score_gemma":0.06733456,"domain_scores_codex":[0.9980439,0.0005103134,0.0003624784,0.0002283946,0.0006032812,0.0002515524],"domain_scores_gemma":[0.9964012,0.0006258517,0.001509893,0.000168777,0.0008067889,0.0004875372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005022367,0.00007407069,0.9861727,0.00008787627,0.00002791273,0.00008060013,0.002715549,0.00004314552,0.0003128182,0.00001839708,0.0009463176,0.009470263],"study_design_scores_gemma":[0.000003248355,0.00008296274,0.9933633,0.00005594167,0.000007794688,0.0001742442,0.004939972,0.0001349943,0.00007157547,0.000005967145,0.001152069,0.000007960091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962997,0.0002398247,0.0001444279,0.0003675323,0.000009624475,0.00004566296,0.0006037802,0.00001253399,0.002276962],"genre_scores_gemma":[0.9968042,0.0006099315,0.0006962999,0.0004164976,0.000009052987,0.0001038275,0.0005880098,0.000006352937,0.0007658996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06096498,"threshold_uncertainty_score":0.1212202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292106824381323,"score_gpt":0.460112611368647,"score_spread":0.3309019289305147,"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."}}