{"id":"W4377007940","doi":"10.22408/reva702022466e-7054","title":"INCAPACIDADE FUNCIONAL, FRAGILIDADE E COMPROMETIMENTO COGNITIVO SÃO FATORES ASSOCIADOS A SINTOMAS DEPRESSIVOS EM PACIENTES EM HEMODIÁLISE","year":2022,"lang":"pt","type":"article","venue":"Revista Valore","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004625887,0.001530186,0.002471556,0.0009322546,0.007533378,0.0005573437,0.001732003,0.001154335,0.01222055],"category_scores_gemma":[0.002337811,0.00167915,0.0009714535,0.002600791,0.0003598917,0.0005410674,0.001768429,0.006815098,0.001558644],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005256737,"about_ca_system_score_gemma":0.00338546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003385875,"about_ca_topic_score_gemma":0.0002695507,"domain_scores_codex":[0.977509,0.009310443,0.003071533,0.00251403,0.003995162,0.00359986],"domain_scores_gemma":[0.9895535,0.002651945,0.002515652,0.002225945,0.001155182,0.001897849],"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":[0.001433102,0.004531484,0.06547923,0.0122126,0.001050837,0.001058834,0.2934794,0.00008931389,0.001517718,0.003592212,0.5656403,0.049915],"study_design_scores_gemma":[0.009985728,0.002838331,0.06042504,0.009109852,0.001541738,0.0002188406,0.4519616,0.002782937,0.0002550345,0.001363384,0.4553891,0.004128502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378766,0.03102062,0.0005080652,0.007001019,0.003625169,0.008680635,0.008609237,0.0009154785,0.001763205],"genre_scores_gemma":[0.9784665,0.0002876054,0.0004000891,0.009198549,0.001158813,0.001634876,0.002001338,0.000487935,0.00636434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584822,"threshold_uncertainty_score":0.9997447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358814465159711,"score_gpt":0.3641829808243963,"score_spread":0.3105948361727991,"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."}}