{"id":"W4404660446","doi":"10.56238/arev6n3-224","title":"AVALIAÇÃO DE CONSTRUCTOS COGNITIVOS EM PACIENTES COM DOENÇA RENAL CRÔNICA, EM HEMODIÁLISE","year":2024,"lang":"pt","type":"article","venue":"Aracê.","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Kidney disease; Medicine; Cognition; Disease; Internal medicine; Intensive care medicine; Psychiatry","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":[0.001042137,0.0005867067,0.0007585855,0.0002845634,0.0005737419,0.0003121598,0.0003990287,0.0004385586,0.002484618],"category_scores_gemma":[0.0004127768,0.0005586331,0.000328843,0.0005738385,0.0005042718,0.0001513767,0.0001941175,0.001131169,0.008506968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608504,"about_ca_system_score_gemma":0.0004971634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002062755,"about_ca_topic_score_gemma":0.0001448334,"domain_scores_codex":[0.9952157,0.0006598275,0.0009244545,0.001101645,0.0004357085,0.001662689],"domain_scores_gemma":[0.9972312,0.001180732,0.0001839426,0.0006884768,0.0001793252,0.0005363385],"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":[0.0005201268,0.0005773978,0.02561919,0.001500454,0.001251979,0.002345315,0.06236047,0.000005066226,0.000513566,0.008566026,0.778245,0.1184954],"study_design_scores_gemma":[0.009696354,0.002291797,0.07046848,0.006015736,0.002022062,0.002697206,0.04857449,0.006447293,0.002450254,0.007412869,0.8380967,0.003826739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974782,0.03136194,0.00181389,0.0103201,0.01025721,0.001500693,0.001311243,0.0008002232,0.04515648],"genre_scores_gemma":[0.9667954,0.0005914727,0.0001439129,0.005688761,0.0008159902,0.000102788,0.00007174735,0.00009732041,0.02569264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1146686,"threshold_uncertainty_score":0.9996865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055314423263986,"score_gpt":0.3469724930370152,"score_spread":0.3164193488043753,"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."}}