{"id":"W2921969804","doi":"10.1111/ger.12397","title":"Frailty, oral health and nutrition in geriatrics inpatients: A cross‐sectional study","year":2019,"lang":"en","type":"article","venue":"Gerodontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Cross-sectional study; Gerontology; National Health and Nutrition Examination Survey; Multivariate analysis; Polypharmacy; Univariate analysis; Internal medicine; Environmental health; Population; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929987,0.0001317873,0.0003852172,0.0002362621,0.00004289428,0.0000173586,0.00006461527,0.0001405895,0.0001484177],"category_scores_gemma":[0.0002120973,0.0001305235,0.00003205276,0.0002153497,0.00006196929,0.0001018532,0.00006199589,0.0002673805,0.00008483776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046316,"about_ca_system_score_gemma":0.0001714565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096484,"about_ca_topic_score_gemma":0.00306472,"domain_scores_codex":[0.9984913,0.0001564428,0.0004202407,0.0003982025,0.0002118434,0.000321969],"domain_scores_gemma":[0.999307,0.0001205969,0.0001026577,0.0002450086,0.00008590386,0.000138871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005009623,0.00104186,0.9941789,0.0001553167,0.00001854416,0.00002283273,0.00115533,0.000002015998,0.00003018156,0.0000518445,0.0007643105,0.002077887],"study_design_scores_gemma":[0.008706735,0.003430374,0.9848233,0.00003617515,0.00000610795,0.0001511822,0.0003746836,0.00006743797,0.000004650177,0.000149388,0.002150176,0.00009978191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996042,0.0005103481,0.00002300449,0.0009605591,0.0006397465,0.001406231,0.00001106653,0.00004707631,0.0003600061],"genre_scores_gemma":[0.9977424,0.00005922023,0.0006076884,0.0008863251,0.00009176614,0.00006114753,0.00006274862,0.000015008,0.000473762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009355607,"threshold_uncertainty_score":0.5322595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524546381228797,"score_gpt":0.3570550307303926,"score_spread":0.3118095669181047,"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."}}