{"id":"W7161944503","doi":"10.82308/9879","title":"Evaluation of sarcopenia screening and diagnosis in acute and chronic care settings of cardiovascular disease","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronary heart disease; Chronic disease; Disease; Sarcopenia; Prospective cohort study","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":[0.003354432,0.000361306,0.000641032,0.001542154,0.0006095771,0.001009621,0.0005113237,0.0006605234,0.002646902],"category_scores_gemma":[0.01071269,0.0002615731,0.0005065215,0.0011538,0.000307977,0.000630427,0.001198025,0.0005776663,0.0003301603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004864209,"about_ca_system_score_gemma":0.001482384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005257734,"about_ca_topic_score_gemma":0.01176429,"domain_scores_codex":[0.9977152,0.00113018,0.0003863444,0.000210557,0.0003012295,0.0002564722],"domain_scores_gemma":[0.9949349,0.001349808,0.001960073,0.00009457766,0.0008512912,0.0008093743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170379,0.00008291465,0.9934818,0.0001210026,0.0000477585,0.00005012351,0.0002056625,0.00003903887,0.00005700908,0.00003340099,0.0002929745,0.005471191],"study_design_scores_gemma":[0.00001892032,0.0003157359,0.9982494,0.0001528526,0.00003671219,0.0001202284,0.0004424262,0.0002359776,0.00004337981,0.00003336892,0.0003460302,0.0000049662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898967,0.003247241,0.0003980314,0.000869408,0.00005799611,0.0002700522,0.001026985,0.00001725514,0.004216463],"genre_scores_gemma":[0.9966878,0.001043561,0.0009269145,0.0001776845,0.00004874201,0.0002261774,0.0005261562,0.00000177187,0.0003611945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005257734,"threshold_uncertainty_score":0.01774013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214572962618197,"score_gpt":0.3593154442620918,"score_spread":0.3171697146359098,"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."}}