{"id":"W4413441564","doi":"10.7759/cureus.90304","title":"Incidence and Clinical Characteristics of Respiratory Sarcopenia in Community-Dwelling Older Adults: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Cross-sectional study; Incidence (geometry); Respiratory system; Gerontology; Physical therapy; Pediatrics; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009111202,0.0003448517,0.0004216684,0.0008652502,0.0003613555,0.0005305621,0.0003180168,0.0006535623,0.000741141],"category_scores_gemma":[0.001800799,0.0004421742,0.0004160675,0.0008906819,0.0001957331,0.0005666318,0.000411045,0.0004612824,0.000235996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779917,"about_ca_system_score_gemma":0.0002109649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103175,"about_ca_topic_score_gemma":0.004511563,"domain_scores_codex":[0.9994606,0.0001335244,0.0001009941,0.0001324737,0.0001152634,0.00005715887],"domain_scores_gemma":[0.9987772,0.0001300472,0.0004964856,0.000100704,0.0002573026,0.0002382787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002107352,0.0000224596,0.9996112,0.000004318083,0.00002991783,0.00001583623,0.0000182909,0.000004912938,0.00005501404,0.000001174878,0.00001470511,0.0002011368],"study_design_scores_gemma":[0.000003051866,0.00005092025,0.9996694,0.000002194206,0.00001432764,0.0001160221,0.00006631171,0.00003238819,0.000009857869,0.000002215214,0.00003212223,0.000001156755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991999,0.0002086135,0.00006819228,0.00001766231,0.00000557965,0.00001583127,0.0003006645,0.000002527041,0.0001809636],"genre_scores_gemma":[0.9993011,0.00009475341,0.00007649202,0.00002897644,0.00001053261,0.00001734972,0.0003980069,8.907032e-7,0.00007196171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003103175,"threshold_uncertainty_score":0.006170213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08595280352218393,"score_gpt":0.4997823781837694,"score_spread":0.4138295746615854,"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."}}