{"id":"W4245214038","doi":"10.3396/ijic.v13i2.006.17","title":"Hospital-acquired gastroenteritis at a referral hospital in Gaborone, Botswana","year":2017,"lang":"en","type":"article","venue":"International journal of infection control","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Medicine; Rotavirus; Incidence (geometry); Norovirus; Pediatrics; Referral; Prospective cohort study; Tertiary referral hospital; Diarrhea; Acute gastroenteritis; Malnutrition; Cohort; Internal medicine; Outbreak; Retrospective cohort study; Virology","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":[0.000522309,0.0001484612,0.0004664518,0.0003181,0.0001107409,0.00009867521,0.0002894732,0.00008460031,0.0003453758],"category_scores_gemma":[0.001762553,0.000132143,0.000302019,0.00002982702,0.0001687343,0.0005326978,0.0001015572,0.0002819789,0.00003158805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005486044,"about_ca_system_score_gemma":0.00008434808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004070949,"about_ca_topic_score_gemma":0.0003027826,"domain_scores_codex":[0.9981623,0.0001080156,0.0007089884,0.0001787643,0.0004966606,0.0003452613],"domain_scores_gemma":[0.9981186,0.00002474758,0.000687224,0.0002170173,0.0007196798,0.0002327278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002423336,0.0003954305,0.9795238,0.000009177435,0.000310603,0.001246779,0.00004199745,0.00002716981,0.003911477,0.00003670344,0.005657635,0.006415849],"study_design_scores_gemma":[0.01053444,0.002886078,0.9782857,0.000270948,0.00002437239,0.001260169,0.00001483689,0.0003046597,0.0001367063,0.00008898006,0.006114407,0.00007870324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739236,0.0001143859,0.00179034,0.0204487,0.002637749,0.0002088779,0.00002697902,0.00001238713,0.0008369724],"genre_scores_gemma":[0.9971855,0.0005080479,0.0002732636,0.0006294654,0.001098519,0.0000147681,0.00001024973,0.00001634524,0.0002638126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02326192,"threshold_uncertainty_score":0.5388634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663136705875008,"score_gpt":0.3342213290414125,"score_spread":0.3175899619826624,"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."}}