{"id":"W3039232654","doi":"10.21527/2176-7114.2020.38.28-33","title":"AVALIAÇÃO DA FRAGILIDADE DE DOENTES RENAIS CRÔNICOS EM TRATAMENTO DE HEMODIÁLISE","year":2020,"lang":"pt","type":"article","venue":"Revista Contexto & Saúde","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009597129,0.0008253171,0.001548185,0.0001818275,0.0002484673,0.000863395,0.0007569669,0.0002483084,0.003231611],"category_scores_gemma":[0.0009025867,0.0007264441,0.001093514,0.0006816749,0.0001740221,0.000209707,0.0003767884,0.0006619876,0.001300786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005896426,"about_ca_system_score_gemma":0.000511336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001682203,"about_ca_topic_score_gemma":0.00002460311,"domain_scores_codex":[0.9945927,0.000619827,0.001281207,0.001226743,0.0009384637,0.001341013],"domain_scores_gemma":[0.9959852,0.0001875611,0.0004617877,0.001143861,0.0001934022,0.002028175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004059658,0.004105914,0.02503278,0.0144295,0.006148506,0.004747848,0.02043355,0.0002335706,0.02154887,0.0155421,0.7249737,0.158744],"study_design_scores_gemma":[0.006388601,0.001043819,0.01991643,0.004192355,0.00622328,0.00002700061,0.004742424,0.009351859,0.001129183,0.00006232343,0.9455934,0.001329351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7600428,0.131636,0.02092513,0.04436904,0.0009697244,0.006924607,0.001119585,0.0008787493,0.03313431],"genre_scores_gemma":[0.9648349,0.002938144,0.0002535399,0.0187147,0.001170778,0.0001146617,0.000215354,0.0001506867,0.01160724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2206197,"threshold_uncertainty_score":0.9995187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05754441952732441,"score_gpt":0.32724022881304,"score_spread":0.2696958092857156,"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."}}