{"id":"W7131980046","doi":"","title":"Frailty syndrome in dialysis patients: one dialysis center study","year":2024,"lang":"en","type":"article","venue":"Lithuanian University of Health Sciences","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Dialysis; Mortality rate; Frailty syndrome; Retrospective cohort study; Comorbidity; Kidney disease","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":[0.000669096,0.0003221016,0.0006337303,0.0008246554,0.0009338729,0.0007734461,0.0003525198,0.0005137961,0.001908553],"category_scores_gemma":[0.001145462,0.0003535335,0.0004775692,0.0009530517,0.000253336,0.0006429967,0.0008643558,0.0005389808,0.000350868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534334,"about_ca_system_score_gemma":0.0008111363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957885,"about_ca_topic_score_gemma":0.007687582,"domain_scores_codex":[0.999524,0.0001114778,0.00004608035,0.0001324691,0.00008832248,0.00009767461],"domain_scores_gemma":[0.9986849,0.0001137696,0.0004391117,0.0000903329,0.0001543469,0.000517594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103184,0.00008558823,0.9983947,0.00001280755,0.00003316694,0.0001077694,0.0001943907,0.00001542787,0.0001134404,0.000008864026,0.0001104835,0.000813084],"study_design_scores_gemma":[0.00003758607,0.0003096126,0.9984353,0.00001399127,0.0000286786,0.0003773404,0.0003528144,0.00009408241,0.00003261457,0.00001447323,0.000295566,0.000007963237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991248,0.0001286683,0.00006596572,0.00004717398,0.000006019559,0.00002024505,0.0003512707,0.000002627951,0.0002532513],"genre_scores_gemma":[0.9991805,0.00007964564,0.00007675878,0.00007783405,0.0000174799,0.00001908384,0.000434793,0.000001470923,0.0001123072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005957885,"threshold_uncertainty_score":0.01184636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952826911244091,"score_gpt":0.2787774058521895,"score_spread":0.2492491367397486,"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."}}