{"id":"W2322052221","doi":"10.1097/mpg.0000000000001133","title":"Comparison of Recommendations in Clinical Practice Guidelines for Acute Gastroenteritis in Children","year":2016,"lang":"en","type":"review","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Wellcome Trust","keywords":"Medicine; Guideline; Oral rehydration therapy; Acute gastroenteritis; Intravenous fluid; Intensive care medicine; Clinical Practice; Pediatrics; MEDLINE; Cochrane Library; Diarrhea; Capillary refill; Internal medicine; Family medicine; Meta-analysis; Surgery; Health services; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1064802,0.001054634,0.004189704,0.02332499,0.001351987,0.003828868,0.003644297,0.003020631,0.002937504],"category_scores_gemma":[0.4230657,0.001019167,0.005428068,0.02014903,0.001337818,0.004523849,0.004019146,0.002954398,0.0004227341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01038007,"about_ca_system_score_gemma":0.03164447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.014794,"about_ca_topic_score_gemma":0.03125466,"domain_scores_codex":[0.7986165,0.09511009,0.07222569,0.00531713,0.02683705,0.00189361],"domain_scores_gemma":[0.6165146,0.2366748,0.06120697,0.005349935,0.07563992,0.004613725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001866092,0.000392994,0.08645355,0.2837695,0.01274277,0.0004345815,0.009303666,0.002348165,0.0005047843,0.006844341,0.05939667,0.5359429],"study_design_scores_gemma":[0.004148857,0.002043876,0.1454153,0.611304,0.02736066,0.001343391,0.01673349,0.004443448,0.001026066,0.01014059,0.1755449,0.0004953449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1012598,0.7361439,0.02435405,0.04669696,0.006335504,0.03299448,0.02507308,0.000656519,0.02648566],"genre_scores_gemma":[0.4276776,0.2758389,0.2317838,0.01361224,0.0008745959,0.02978896,0.01907973,0.0002322576,0.001111915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1064802,"threshold_uncertainty_score":0.5631279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467278814249373,"score_gpt":0.5391538274816094,"score_spread":0.3924259460566721,"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."}}