{"id":"W2254868269","doi":"10.1097/mog.0000000000000236","title":"Global challenges in acute diarrhea","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Gastroenterology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children","funders":"","keywords":"Diarrhea; Medicine; Rotavirus; Sanitation; Incidence (geometry); Child mortality; Psychological intervention; Acute diarrhea; Hygiene; Pediatrics; Environmental health; Intensive care medicine; Population; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00109179,0.0006413739,0.003880857,0.0007487715,0.00001748124,0.00001134426,0.0004653967,0.0004997813,0.00004990229],"category_scores_gemma":[0.0002838954,0.0005481502,0.0005031135,0.000346542,0.0002540628,0.00008149083,0.0004259934,0.001360176,0.0001384074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009562938,"about_ca_system_score_gemma":0.0003550258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002056195,"about_ca_topic_score_gemma":0.0001243523,"domain_scores_codex":[0.9941452,0.001471819,0.001489229,0.001027683,0.0003261178,0.001539946],"domain_scores_gemma":[0.9983976,0.0000396128,0.000321544,0.0006139961,0.00008565514,0.0005415743],"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":[0.000594591,0.0005475431,0.04180887,0.01546298,0.0001456394,0.0001299114,0.00002083336,0.000001208446,1.816811e-8,0.00008056941,0.01105571,0.9301521],"study_design_scores_gemma":[0.002664994,0.002035662,0.006867429,0.01879208,0.00009848882,0.001606308,0.00001348635,0.00001800007,1.559148e-9,0.0001222012,0.9676154,0.0001659008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002252899,0.9923649,0.00003181836,0.001059565,0.004702671,0.001234569,0.000211482,0.00004462928,0.0001250688],"genre_scores_gemma":[0.0000967012,0.9974679,0.0001209382,0.00005072037,0.0007347466,0.0005200715,0.0009531221,0.00004517188,0.00001060753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9565597,"threshold_uncertainty_score":0.999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2754073063749629,"score_gpt":0.4820649975478578,"score_spread":0.2066576911728949,"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."}}