{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587723,0.0003187857,0.0006093909,0.00198142,0.0007249543,0.001061445,0.0002139828,0.0004056525,0.001472215],"category_scores_gemma":[0.00673974,0.0001416749,0.0007438939,0.001233602,0.0004887641,0.0007789718,0.0007693604,0.000521155,0.0001407107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007268192,"about_ca_system_score_gemma":0.001095083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005734486,"about_ca_topic_score_gemma":0.007629141,"domain_scores_codex":[0.9992625,0.0002436111,0.0001301537,0.00009981479,0.0001418933,0.0001219895],"domain_scores_gemma":[0.9976649,0.0005784272,0.000911758,0.00007823863,0.0004408747,0.0003257727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001611508,0.0001422573,0.9890681,0.0001028543,0.00008252072,0.00009201146,0.001001959,0.00005383287,0.0002274772,0.00007442119,0.0001142552,0.008879169],"study_design_scores_gemma":[0.00001370457,0.0003336031,0.9975212,0.000049028,0.00006476066,0.0001987318,0.001156176,0.0001214899,0.0001278021,0.0001166394,0.0002888356,0.000007960408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976502,0.0007833061,0.0001465571,0.000144487,0.000007309994,0.00003946401,0.0001542873,0.000004023399,0.001070391],"genre_scores_gemma":[0.9991211,0.0002895229,0.0002268157,0.00003389675,0.000006185248,0.00002693497,0.0001159342,7.869738e-7,0.0001787534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005734486,"threshold_uncertainty_score":0.01140219,"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."}}