{"id":"W3197183624","doi":"10.22478/ufpb.2317-6032.2021v25n2.54107","title":"[ID 54107] O NUTRITION IMPACT SYMPTOMS (NIS) PODE SER UTILIZADO COMO UM INSTRUMENTO DE TRIAGEM NUTRICIONAL EM PACIENTES COM DOENÇA RENAL CRÔNICA NA POPULAÇÃO BRASILEIRA?","year":2021,"lang":"pt","type":"article","venue":"Revista Brasileira de Ciências da Saúde","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Medicine; Physics; Gynecology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002712074,0.001831821,0.002994567,0.001104142,0.0008992628,0.001794678,0.001203546,0.0008576143,0.004442301],"category_scores_gemma":[0.001350718,0.001703986,0.002712337,0.003092124,0.0004091493,0.0006369537,0.0009316169,0.001567397,0.0005064666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003103915,"about_ca_system_score_gemma":0.002047523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002085032,"about_ca_topic_score_gemma":0.00005631034,"domain_scores_codex":[0.9867697,0.002549184,0.002796149,0.002369735,0.002657621,0.002857576],"domain_scores_gemma":[0.9922796,0.0006430143,0.001248908,0.00247837,0.0007996833,0.002550423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005153632,0.02246743,0.7629743,0.01234672,0.009657335,0.008627192,0.0030644,0.0007175212,0.01212042,0.0117068,0.1088393,0.0423249],"study_design_scores_gemma":[0.01785129,0.00180811,0.9085356,0.01346483,0.007131772,0.0007750464,0.00358392,0.01146687,0.001219379,0.000119302,0.03124564,0.002798228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606054,0.02502644,0.003863219,0.0006708349,0.000971599,0.003094757,0.003080696,0.0003992507,0.002287801],"genre_scores_gemma":[0.9829347,0.002152193,0.000517245,0.003114098,0.001576901,0.0002571571,0.005416068,0.0003118841,0.003719729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455613,"threshold_uncertainty_score":0.9994426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283560246698961,"score_gpt":0.307874969766931,"score_spread":0.2795189450970349,"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."}}