{"id":"W4290714025","doi":"10.1590/2317-1782/20212021025en","title":"Frailty syndrome and risks for falling in the elderly community","year":2022,"lang":"en","type":"article","venue":"CoDAS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Falling (accident); Balance (ability); Bivariate analysis; Frailty syndrome; Pearson product-moment correlation coefficient; Gerontology; Physical therapy; Frailty Index; Statistics; Mathematics","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":[0.0007248598,0.00007511077,0.0001511099,0.00005478074,0.0003490135,0.00001505897,0.0001832327,0.00003103274,0.00006997022],"category_scores_gemma":[0.000224858,0.00005981863,0.00003596061,0.0001454735,0.00005569705,0.00003057735,0.0001019152,0.0006281901,0.000003768767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004765441,"about_ca_system_score_gemma":0.00003162651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006383035,"about_ca_topic_score_gemma":0.0002395727,"domain_scores_codex":[0.9992478,0.000181218,0.0001379739,0.0001026237,0.000168244,0.0001620828],"domain_scores_gemma":[0.9990084,0.0005542476,0.00003300827,0.0003451422,0.00002204214,0.00003715196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00158128,0.004128883,0.3514189,0.00226203,0.0005020543,0.001296742,0.1404396,0.000646123,0.005086502,0.004488706,0.08128778,0.4068614],"study_design_scores_gemma":[0.008495666,0.006253526,0.8062775,0.0002071929,0.0001655407,0.002112851,0.02372083,0.002105687,0.000193626,0.008094404,0.1419622,0.0004110349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937139,0.0003880555,0.0001400483,0.003909277,0.00009290616,0.0005989347,0.00003454903,0.00002916358,0.001093173],"genre_scores_gemma":[0.9979572,0.00001346607,0.0003481689,0.001026096,0.00002412421,0.0001679679,0.00004049621,0.00001272948,0.0004097633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4548585,"threshold_uncertainty_score":0.2729208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301194942052155,"score_gpt":0.3565227543632215,"score_spread":0.2264032601580059,"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."}}