{"id":"W3200466155","doi":"10.1097/mpg.0000000000003309","title":"The Initial Timing and Burden of Viral Gastrointestinal Infections in Australian Infants","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Children's Health Foundation; Australian Government; National Health and Medical Research Council; GlaxoSmithKline","keywords":"Sapovirus; Norovirus; Astrovirus; Acute gastroenteritis; Rotavirus; Human bocavirus; Diarrhea","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005114046,0.0002565024,0.0003067121,0.0007121198,0.0004920761,0.0006371029,0.0003817284,0.0004513507,0.001219665],"category_scores_gemma":[0.002630168,0.000349347,0.000320363,0.0006406649,0.0003200217,0.0004809874,0.0007315219,0.0005877737,0.0002473354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006457028,"about_ca_system_score_gemma":0.0004927999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03584585,"about_ca_topic_score_gemma":0.03253545,"domain_scores_codex":[0.999616,0.00007228267,0.00004416524,0.0000698854,0.00009801095,0.00009967276],"domain_scores_gemma":[0.9989989,0.0001178461,0.000466582,0.00003864346,0.0001891003,0.0001888965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000348752,0.0000163099,0.9976743,0.0000170401,0.000009146083,0.0001723708,0.0005752078,0.00002523417,0.0005333001,0.00001133867,0.00004072125,0.000890333],"study_design_scores_gemma":[3.857274e-7,0.00004653552,0.9991919,0.000008408434,0.00000251787,0.0002145263,0.0003566389,0.00004593615,0.00007550939,0.000005177752,0.00005108831,0.00000135141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999524,0.00009328126,0.00002422059,0.0000144477,0.000001347087,0.000004189456,0.0001296436,0.000001433461,0.0002075385],"genre_scores_gemma":[0.9993936,0.000164297,0.00009260762,0.00000880912,0.000001483548,0.000007188327,0.0001661772,9.321093e-7,0.0001649715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03584585,"threshold_uncertainty_score":0.0712744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032770882963991,"score_gpt":0.3320170220402583,"score_spread":0.3016893132106184,"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."}}