{"id":"W2514044339","doi":"10.1080/21551197.2016.1209146","title":"Evaluation of Handgrip Strength and Nutritional Risk of Congregate Nutrition Program Participants in Florida","year":2016,"lang":"en","type":"article","venue":"Journal of Nutrition in Gerontology and Geriatrics","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Malnutrition; Gerontology; Hand strength; Population; Risk assessment; Physical therapy; Environmental health; Cross-sectional study; Grip strength; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260202,0.0001171366,0.0005789464,0.0006756452,0.00003544091,0.000005941734,0.00004290482,0.0002052013,0.00004498084],"category_scores_gemma":[0.0007025363,0.00009266659,0.00006865874,0.0002764509,0.0001902996,0.0002096109,0.00001366988,0.0002364319,3.477272e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232953,"about_ca_system_score_gemma":0.00016766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002024598,"about_ca_topic_score_gemma":0.0001281915,"domain_scores_codex":[0.9975932,0.0004374415,0.001133246,0.000159551,0.0004476059,0.0002289464],"domain_scores_gemma":[0.9976891,0.000389654,0.0007702348,0.00008851248,0.0009291126,0.0001333632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005022586,0.009301328,0.8356476,0.003229908,0.000139551,0.00006383922,0.0006627196,0.000004383659,0.007796063,0.00108556,0.0007606609,0.1362858],"study_design_scores_gemma":[0.06243653,0.003171734,0.8927082,0.004475518,0.0006623419,0.0004334859,0.0007743227,0.0008652198,0.005187074,0.02821541,0.0008662507,0.0002039411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986701,0.01037262,0.00008510432,0.001836953,0.0002383712,0.0006803403,0.00004300775,0.000005575273,0.00003703208],"genre_scores_gemma":[0.9794258,0.01657532,0.003700644,0.00002400741,0.0001891388,0.00006727285,0.000007164946,0.000007010684,0.000003615665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1360819,"threshold_uncertainty_score":0.3778834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0816328124039518,"score_gpt":0.3870468491992443,"score_spread":0.3054140367952925,"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."}}