{"id":"W4416081157","doi":"10.65034/bjnabstract-cbn240488","title":"IDENTIFICAÇÃO DO FENÓTIPO DE FRAGILIDADE EM PACIENTES TRANSPLANTADOS DE RIM PELA EQUIPE MÉDICA DE UM CENTRO ÚNICO DE TRANSPLANTE RENAL.","year":2024,"lang":"","type":"article","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Scale (ratio); MEDLINE; Health related quality of life","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":[0.001335454,0.0001637343,0.0003469779,0.0008524643,0.0006126684,0.0009067821,0.0003067814,0.0004654386,0.002847499],"category_scores_gemma":[0.005020516,0.0001924435,0.0004210104,0.0009532833,0.0003236771,0.0005352466,0.0006802645,0.0004304906,0.0003168964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006450452,"about_ca_system_score_gemma":0.0008223292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473763,"about_ca_topic_score_gemma":0.006062249,"domain_scores_codex":[0.9993944,0.0002258256,0.00006218378,0.00009756885,0.000110943,0.0001090465],"domain_scores_gemma":[0.9975744,0.0005501177,0.001171543,0.00009515633,0.0002735412,0.0003352239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001953029,0.00005054983,0.9917492,0.00007580111,0.00003349674,0.00007671268,0.000726164,0.0000179394,0.0003999934,0.00004492519,0.0002210477,0.006408852],"study_design_scores_gemma":[0.0000202455,0.0004644991,0.9959525,0.0001031857,0.00007966197,0.0004303801,0.001542622,0.00014897,0.0001949932,0.00008140874,0.0009734486,0.000008060219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974395,0.001107702,0.0001187087,0.0002283614,0.000007278825,0.0000226986,0.0001727195,0.000004679398,0.0008983681],"genre_scores_gemma":[0.9988782,0.0004099717,0.0002127208,0.0001163435,0.00001318992,0.00002127933,0.0001032794,0.00000128355,0.0002437616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00473763,"threshold_uncertainty_score":0.009525836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117537640445986,"score_gpt":0.2726074970656435,"score_spread":0.2608537330210449,"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."}}