{"id":"W4285136881","doi":"10.1590/1980-265x-tce-2021-0157en","title":"PRE-FRAILTY IN OLDER ADULTS: PREVALENCE AND ASSOCIATED FACTORS","year":2022,"lang":"en","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Poisson regression; Polypharmacy; Gerontology; Mood; Demography; Psychological intervention; Population; Internal medicine; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005569049,0.0002524386,0.0003094622,0.001047977,0.0002961925,0.0004209886,0.0002130666,0.0003244161,0.001214074],"category_scores_gemma":[0.001303352,0.0001848884,0.0003453011,0.0009892334,0.000178342,0.0003505686,0.0003876492,0.0004690082,0.0001765922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929989,"about_ca_system_score_gemma":0.0002594173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005824354,"about_ca_topic_score_gemma":0.007630174,"domain_scores_codex":[0.999701,0.00005187903,0.00005170379,0.00005785443,0.00008843134,0.00004908053],"domain_scores_gemma":[0.9991118,0.00007594826,0.0004931231,0.00003311195,0.0001205871,0.0001655064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002158434,0.00002418593,0.9991338,0.00001424248,0.0000234315,0.00002289199,0.00003078727,0.000007530626,0.00004415059,0.000003283464,0.00004269638,0.0006315709],"study_design_scores_gemma":[7.887061e-7,0.00002796994,0.9997575,0.000006493151,0.00000501242,0.00007691598,0.0000613557,0.00002033043,0.000006148518,0.000003662876,0.00003301978,8.737093e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983392,0.0008065558,0.00004502429,0.00004268876,0.000005112804,0.00001099489,0.0004913582,0.000001797197,0.0002572847],"genre_scores_gemma":[0.9991905,0.0002630433,0.00004853243,0.0000164964,0.000009043257,0.000009122888,0.0003770486,5.193197e-7,0.00008559154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005824354,"threshold_uncertainty_score":0.01158088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858166620455866,"score_gpt":0.4095582273778385,"score_spread":0.223741565332252,"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."}}