{"id":"W2013594272","doi":"10.1542/peds.2009-3667","title":"Measurement Issues in Trials of Pediatric Acute Diarrheal Diseases: A Systematic Review","year":2010,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Health Sciences Centre; McMaster University Medical Centre","funders":"Hospital for Sick Children","keywords":"Medicine; Diarrhea; Clinical trial; MEDLINE; Pediatrics; Disease; Intensive care medicine; Randomized controlled trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01231341,0.0006206438,0.01458368,0.001020748,0.00003007488,0.00001643488,0.0005099965,0.0005114315,0.00008770706],"category_scores_gemma":[0.04897169,0.0004122223,0.002104528,0.001196086,0.0000671769,0.000065099,0.0001751816,0.001269421,0.0001060332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913147,"about_ca_system_score_gemma":0.001291782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003881889,"about_ca_topic_score_gemma":0.00001420102,"domain_scores_codex":[0.9882435,0.003465609,0.005509415,0.0006258049,0.001361935,0.0007937626],"domain_scores_gemma":[0.9949356,0.0005777846,0.00245656,0.001008067,0.0004502774,0.0005717095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002813246,0.0002164995,0.0005108102,0.9732886,0.0002268636,0.0001517461,0.000005477759,1.739238e-8,9.015061e-8,0.000005401347,0.008726803,0.01683954],"study_design_scores_gemma":[0.001488268,0.0008537584,0.00008332784,0.7308583,0.08514436,0.0002282783,0.00000580336,0.000002399476,5.066061e-8,0.00003142363,0.1807514,0.0005527437],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005645643,0.9909946,0.00002445036,0.0002801594,0.0004085414,0.00773949,0.0004751589,0.00003723137,0.000034674],"genre_scores_gemma":[0.000007827137,0.9960891,0.0002281017,0.0001464064,0.001849215,0.001253489,0.0002675958,0.00007251511,0.00008577156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2424304,"threshold_uncertainty_score":0.999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432431720534284,"score_gpt":0.4554642097292705,"score_spread":0.3122210376758421,"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."}}