{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643749,0.0004356602,0.0002373432,0.0005902821,0.001240804,0.0005434385,0.0006090724,0.0005352071,0.001917804],"category_scores_gemma":[0.0006296308,0.0005617619,0.0002139557,0.000878882,0.0006191665,0.0002908067,0.0007395081,0.0005716479,0.0002313339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491753,"about_ca_system_score_gemma":0.003281693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0853258,"about_ca_topic_score_gemma":0.1536754,"domain_scores_codex":[0.9997894,0.00003110119,0.00001673753,0.00003655548,0.00002335123,0.0001028615],"domain_scores_gemma":[0.9995692,0.00006206969,0.0001433842,0.00001753695,0.00004623241,0.0001615106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008302132,0.00009114327,0.985978,0.00007341833,0.00002224847,0.008258173,0.001387271,0.0000485798,0.001504835,0.00005729534,0.0003458849,0.002150083],"study_design_scores_gemma":[0.00003219186,0.0002325277,0.9907447,0.00009879252,0.00001628709,0.00360319,0.004524995,0.0001214798,0.0001160857,0.0000306988,0.0004686312,0.00001058363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995174,0.0000580696,0.00001879732,0.00007239806,0.000005574349,0.00001821249,0.00009792589,0.000002688711,0.0002088944],"genre_scores_gemma":[0.9988825,0.000250706,0.0001437363,0.0001585371,0.00000618934,0.00003252305,0.0001647048,0.000001744216,0.0003594226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0853258,"threshold_uncertainty_score":0.1696583,"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."}}