{"id":"W1988889292","doi":"10.1186/cc14047","title":"Restrictive parenteral fluid therapy in infants and children presenting with acute severe viral pneumonia in the PICU: a single-center experience","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory viral infections research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Health Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Japan Society for the Promotion of Science; Russian Foundation for Basic Research; London Health Sciences Centre","keywords":"Medicine; Bronchiolitis; Pneumonia; Viral pneumonia; Intensive care medicine; Pediatrics; Coronavirus disease 2019 (COVID-19); Respiratory system; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007318049,0.0006236361,0.0008193713,0.0005649638,0.0009151646,0.0007872083,0.0004795586,0.0007696039,0.0007809132],"category_scores_gemma":[0.002968373,0.0002840409,0.0004763551,0.0007067713,0.0006004998,0.0005902703,0.000925821,0.001006183,0.0002291322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008675147,"about_ca_system_score_gemma":0.0008509017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073483,"about_ca_topic_score_gemma":0.001923285,"domain_scores_codex":[0.9992562,0.0002358649,0.00012655,0.00007428036,0.0001260313,0.0001810524],"domain_scores_gemma":[0.9990247,0.0002219724,0.000227688,0.00004296382,0.00008104587,0.0004014969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101686,0.002471016,0.813078,0.0005074579,0.0001630038,0.1226097,0.005305186,0.0004463301,0.002903286,0.0003280371,0.001569676,0.04951669],"study_design_scores_gemma":[0.0002751536,0.01227243,0.6947109,0.0004102333,0.000218941,0.2744843,0.008633025,0.0007801902,0.00228018,0.0002058174,0.005632712,0.00009611414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965065,0.002174448,0.000269279,0.0001651994,0.00002776768,0.000090606,0.00005434848,0.000008386084,0.0007034253],"genre_scores_gemma":[0.9961622,0.002371778,0.0007437547,0.0002431767,0.0001007518,0.00006352337,0.0001403161,0.000009209851,0.0001652893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073483,"threshold_uncertainty_score":0.00629431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454165176237978,"score_gpt":0.3590857119525352,"score_spread":0.3245440601901555,"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."}}