{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014902,0.000187702,0.0005501872,0.001210827,0.0003485026,0.0007815567,0.0002476344,0.0003424509,0.001435501],"category_scores_gemma":[0.005652461,0.0001477469,0.0005212556,0.001288679,0.0002681879,0.0004834001,0.0004281735,0.0003872791,0.0001345266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316365,"about_ca_system_score_gemma":0.0005820656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004346823,"about_ca_topic_score_gemma":0.005690937,"domain_scores_codex":[0.9990014,0.0003886531,0.0001174081,0.0001065703,0.0002385643,0.0001473339],"domain_scores_gemma":[0.9968065,0.0007817534,0.001577368,0.0001041348,0.0004994833,0.0002309036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003327101,0.00007385939,0.9867715,0.000151672,0.0001021232,0.0001912707,0.0007033582,0.00004545522,0.0009533677,0.00003826859,0.0000833409,0.01055311],"study_design_scores_gemma":[0.000007184769,0.0006831783,0.9962921,0.00006533368,0.0001022172,0.0005295972,0.0007775103,0.000158462,0.000568048,0.00004107933,0.0007660583,0.000009208198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967861,0.001833429,0.0002612629,0.0001273701,0.000008508916,0.00002745591,0.0002350195,0.000006405604,0.0007144299],"genre_scores_gemma":[0.9985807,0.0007302522,0.0002714211,0.00004393186,0.00001214684,0.00001401535,0.0001176188,0.000001610313,0.0002283161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004346823,"threshold_uncertainty_score":0.008643031,"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."}}