{"id":"W4214824024","doi":"10.1159/000516712","title":"3.7 Acute and Prolonged Childhood Diarrhea","year":2022,"lang":"en","type":"review","venue":"World review of nutrition and dietetics","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Diarrhea; Medicine; Acute diarrhea; Pediatrics; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004921946,0.0002772002,0.002529253,0.000232615,0.00007282917,0.000008315951,0.00009254868,0.00008383581,0.0003258523],"category_scores_gemma":[0.0003870742,0.0002112662,0.0003934019,0.0003132844,0.0001922413,0.00002740413,0.0001758316,0.0005954412,0.000004808605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003622051,"about_ca_system_score_gemma":0.00007653307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001072299,"about_ca_topic_score_gemma":0.000001843613,"domain_scores_codex":[0.9979296,0.0004075758,0.000802368,0.0003479381,0.0002222319,0.0002902778],"domain_scores_gemma":[0.9990192,0.0001047254,0.0002942446,0.0002797036,0.00004757734,0.0002545516],"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":[0.00001374063,0.0002267829,0.000008988242,0.3311169,0.0001530569,0.00004036902,0.000003471017,3.502325e-10,2.366483e-7,0.00005412801,0.02085383,0.6475285],"study_design_scores_gemma":[0.0005409025,0.0004891122,0.00003650806,0.1629481,0.00116101,0.0005252263,0.000002517033,4.545938e-7,1.227687e-7,0.00003222165,0.8341575,0.0001063211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002458574,0.9946719,0.000002006358,0.002668241,0.0000768578,0.001829468,0.0001857899,0.00001964901,0.0005436354],"genre_scores_gemma":[0.000006102159,0.9966723,0.000767878,0.001093656,0.000128683,0.0004000406,0.0006566538,0.0000307016,0.000243944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8133036,"threshold_uncertainty_score":0.8615186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725222414898185,"score_gpt":0.387142794259687,"score_spread":0.3298905701107051,"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."}}