{"id":"W2885810751","doi":"10.1186/s12879-018-3265-8","title":"Molecular detection of Enteropathogens from diarrheic stool of HIV positive patients in Gondar, Ethiopia","year":2018,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Gondar; Calgary Laboratory Services","keywords":"Medical microbiology; Medicine; Diarrhea; Shigella; Norovirus; Parasitology; Tropical medicine; Internal medicine; Hygiene; Virology; Salmonella; Virus; Biology; Pathology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003652557,0.0002973526,0.0002191575,0.0008141134,0.0004719371,0.0007125078,0.0002412468,0.0003111855,0.000655157],"category_scores_gemma":[0.0007798389,0.0003160055,0.0001628312,0.0005399812,0.0001719563,0.0002095562,0.000256486,0.0002673115,0.0001553825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173483,"about_ca_system_score_gemma":0.0002480671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556367,"about_ca_topic_score_gemma":0.001909064,"domain_scores_codex":[0.9997855,0.00005839927,0.00003266079,0.00003920891,0.00002933687,0.00005496982],"domain_scores_gemma":[0.9996974,0.00007745007,0.0001027633,0.00001028096,0.0000549383,0.0000572095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000175479,0.0001013368,0.9896685,0.00004638022,0.00002474763,0.001479474,0.0003278958,0.0000597264,0.005185298,0.00001635628,0.0001180405,0.002796761],"study_design_scores_gemma":[0.00002793331,0.0005368137,0.9880427,0.00005935782,0.00005818132,0.005572959,0.002398862,0.0003539985,0.002262417,0.00002795913,0.0006508915,0.00000798607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995516,0.0001176305,0.00004617479,0.00001559988,0.000004413862,0.000008967028,0.0001162045,0.000001238674,0.0001381404],"genre_scores_gemma":[0.9993368,0.0001478903,0.0002273672,0.00004616016,0.000005256828,0.000007317689,0.000150444,7.59534e-7,0.00007807336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556367,"threshold_uncertainty_score":0.003094673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008384761598091844,"score_gpt":0.2729042077443135,"score_spread":0.2645194461462216,"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."}}