{"id":"W4225771963","doi":"10.14283/jfa.2022.22","title":"Symposia - Conferences - Oral Communications","year":2022,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Université Paris-Sud; Uniwersytet Warszawski; University of Toronto; Universidad de Navarra; Sapienza Università di Roma; Università degli Studi di Milano; Singapore General Hospital; Zhejiang University; University of Alberta; Università degli Studi di Padova; Universitat de València; Sahlgrenska Akademin; Queen Elizabeth Hospital Birmingham Charity; Sahlgrenska Universitetssjukhuset; Warszawski Uniwersytet Medyczny","keywords":"Sarcopenia; Medicine; Gerontology; Library science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244197,0.00005245028,0.0001705402,0.00009881402,0.0005567367,0.00001490214,0.0003559129,0.00001115441,0.0004836937],"category_scores_gemma":[0.00003024691,0.00003630382,0.00006066329,0.0001559852,0.00008394129,0.00006191947,0.0001303124,0.0006710491,0.000005620709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008014915,"about_ca_system_score_gemma":0.0002236984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006938153,"about_ca_topic_score_gemma":0.000009338381,"domain_scores_codex":[0.9989689,0.0002486222,0.0003248191,0.00003634437,0.0002950325,0.0001263111],"domain_scores_gemma":[0.9991181,0.0001700698,0.0002437979,0.0002785093,0.0001067464,0.00008280736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002684325,0.003148708,0.2606544,0.000828202,0.001336354,0.0004735467,0.07007686,0.0007408535,0.07091665,0.1516016,0.2457829,0.1917557],"study_design_scores_gemma":[0.003223412,0.0006848701,0.03713532,0.0004030276,0.0003246779,0.004021991,0.009793033,0.00158801,0.0005779068,0.004651668,0.9374444,0.0001516943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6832006,0.01160986,0.001174205,0.2836077,0.0008263508,0.0003522729,0.00001309155,0.00005500692,0.01916093],"genre_scores_gemma":[0.9931608,0.0006218143,0.001596066,0.004167013,0.0001127616,0.000002689657,0.000003288587,0.000006949169,0.0003285454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6916615,"threshold_uncertainty_score":0.5296107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567175266282924,"score_gpt":0.4061449690832405,"score_spread":0.2494274424549481,"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."}}