{"id":"W3000754034","doi":"10.2196/13657","title":"Software for the Diagnosis of Sarcopenia in Community-Dwelling Older Adults: Design and Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarcopenia; Medicine; Anthropometry; Gerontology; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02004487,0.001030685,0.0007936111,0.001537856,0.0006308188,0.0008510399,0.0009133889,0.0007361826,0.002235441],"category_scores_gemma":[0.02816707,0.0005855759,0.001318775,0.0008250629,0.0007409846,0.0006201974,0.001607845,0.0007355108,0.0009955732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008847286,"about_ca_system_score_gemma":0.002917493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168593,"about_ca_topic_score_gemma":0.002462402,"domain_scores_codex":[0.9906753,0.004929131,0.001064311,0.001120408,0.001782787,0.0004281241],"domain_scores_gemma":[0.9696534,0.009955176,0.003574214,0.003100046,0.01257903,0.001138178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02016681,0.01328222,0.7731119,0.001014279,0.000830279,0.000275897,0.002941013,0.001849574,0.008349719,0.0005348929,0.004708905,0.1729345],"study_design_scores_gemma":[0.006954154,0.04014229,0.9197046,0.0003923823,0.001281648,0.0006204864,0.001497936,0.01264101,0.005665594,0.0004529537,0.01051629,0.000130706],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697517,0.0002162014,0.00933757,0.0001082017,0.00008365411,0.01712952,0.001335976,0.0002934532,0.001743818],"genre_scores_gemma":[0.8894621,0.0003694725,0.04950191,0.0004490791,0.0001144189,0.051702,0.004591549,0.0002389802,0.003570438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02004487,"threshold_uncertainty_score":0.1060086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08989573167120261,"score_gpt":0.3801839030648614,"score_spread":0.2902881713936588,"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."}}