{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258831,0.0001398798,0.000193261,0.0001320049,0.0001151453,0.00008098535,0.0001212951,0.00006983456,0.0000208389],"category_scores_gemma":[0.0003289884,0.0000884858,0.00003025448,0.0002689246,0.0002850364,0.0001866323,0.00009768461,0.0003543678,0.000004625502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113286,"about_ca_system_score_gemma":0.00003198417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009283538,"about_ca_topic_score_gemma":0.0001124437,"domain_scores_codex":[0.9985189,0.0002581179,0.0001929222,0.0003237251,0.0003357608,0.0003706026],"domain_scores_gemma":[0.9993308,0.0001788459,0.00001526147,0.0002696449,0.0001084308,0.00009706282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004106965,0.0001604255,0.989944,0.00002196581,0.00001078351,0.0001213182,0.00468279,0.000001390683,0.00318563,0.00007818744,0.00002400628,0.001358855],"study_design_scores_gemma":[0.002253069,0.00136161,0.9929451,0.0001081129,0.000009864197,0.000340096,0.001157556,0.0001114488,0.00136595,0.00003219059,0.0001901275,0.0001248476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972132,0.0001634189,0.00001095528,0.0004310799,0.00002721646,0.000556034,0.000009822039,0.00001889121,0.001569395],"genre_scores_gemma":[0.9991134,0.00001236287,0.00004136406,0.0005829254,0.00007689516,0.0001307541,0.00001098815,0.0000152895,0.00001597016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003525234,"threshold_uncertainty_score":0.3608346,"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."}}