{"id":"W4319311436","doi":"10.36926/editorainovar-978-65-5388-097-9_004","title":"PACIENTES RENAIS CRÔNICOS DA PANDEMIA DE COVID-19: DESAFIOS FRENTE AO MANEJO","year":2023,"lang":"pt","type":"book-chapter","venue":"","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuing education; Humanities; Coronavirus disease 2019 (COVID-19); Political science; Philosophy; Medicine; Medical education","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":[0.001920108,0.0003195654,0.0007254823,0.001561134,0.002147566,0.002458876,0.0006475291,0.001078832,0.005366696],"category_scores_gemma":[0.00771478,0.0002720285,0.0005449779,0.00220883,0.0009738545,0.00196532,0.002384221,0.001845687,0.000564101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635652,"about_ca_system_score_gemma":0.003470935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02515955,"about_ca_topic_score_gemma":0.05613634,"domain_scores_codex":[0.9982952,0.000599973,0.000197962,0.0001975121,0.0003481348,0.0003612847],"domain_scores_gemma":[0.9962959,0.0007619913,0.001279076,0.0001318514,0.000746412,0.0007847301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003078347,0.0001548849,0.8869845,0.0006763583,0.0001165483,0.004056778,0.009943038,0.00005365752,0.0005445208,0.001937264,0.005604735,0.08961999],"study_design_scores_gemma":[0.00001858464,0.0003161363,0.9327791,0.001956408,0.0001695034,0.005971351,0.03348749,0.0001748085,0.0002550868,0.001173083,0.02364388,0.00005445252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9281613,0.02768403,0.0007962309,0.01992308,0.0005122252,0.0001521353,0.0009413121,0.00004048151,0.02178932],"genre_scores_gemma":[0.9757317,0.01702066,0.0009064628,0.001943594,0.0003353416,0.00008430943,0.0006965439,0.00002165427,0.003259905],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02515955,"threshold_uncertainty_score":0.05002618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202705634263533,"score_gpt":0.4531074630491499,"score_spread":0.250401828785617,"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."}}