{"id":"W4398205117","doi":"10.36692/v16n2-16","title":"IDENTIFICAÇÃO DO USO DE TERAPIA NUTRICIONAL ORAL EM NEFROPATAS ASSISTIDOS EM UM CENTRO DE HEMODIÁLISE DO SISTEMA ÚNICO DE SAÚDE EM BELÉM - PA","year":2024,"lang":"pt","type":"article","venue":"Revista CPAQV - Centro de Pesquisas Avançadas em Qualidade de Vida","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.02102146,0.002509302,0.003209106,0.001399285,0.003533847,0.01555846,0.004754934,0.002264486,0.005028298],"category_scores_gemma":[0.006747007,0.00274583,0.002136691,0.004541478,0.0009648176,0.001873036,0.001173441,0.003964115,0.001496094],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01712215,"about_ca_system_score_gemma":0.01414495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078249,"about_ca_topic_score_gemma":0.002279443,"domain_scores_codex":[0.9653444,0.01102869,0.004854248,0.003966859,0.004670217,0.01013559],"domain_scores_gemma":[0.9838427,0.00388436,0.001992748,0.002940537,0.0008387096,0.006500991],"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":[0.00212631,0.005490788,0.04500527,0.01894467,0.002872176,0.00773141,0.2873688,0.0007353849,0.005123884,0.120067,0.4338007,0.07073355],"study_design_scores_gemma":[0.003715225,0.0004204933,0.01233161,0.005335687,0.00165238,0.0008926421,0.04624679,0.01183877,0.0006160844,0.003502186,0.9095976,0.003850495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833402,0.05415209,0.02250107,0.01696265,0.0066207,0.005526462,0.007406883,0.002201637,0.001288302],"genre_scores_gemma":[0.9679357,0.0037451,0.005394299,0.005981463,0.006287484,0.0005173819,0.001014551,0.0007164306,0.008407597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4757969,"threshold_uncertainty_score":0.9992813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146805763562037,"score_gpt":0.3642126729398738,"score_spread":0.3227446153042534,"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."}}