{"id":"W2966413890","doi":"10.1016/j.cmi.2019.07.021","title":"Enteropathogens in paediatric gastroenteritis: comparison of routine diagnostic and molecular methods","year":2019,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Asymptomatic; Campylobacter; Acute gastroenteritis; Norovirus; Internal medicine; Salmonella; Shigella; Pediatrics; Immunology; Virus; Biology","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":[0.00109689,0.00009708029,0.000619315,0.00009858172,0.00001450775,0.000002847031,0.00002647922,0.0001828179,0.00004155732],"category_scores_gemma":[0.001863283,0.00008436743,0.00008247037,0.00007843458,0.000251828,0.00003214427,0.00009304146,0.0003602635,0.0000086228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001377151,"about_ca_system_score_gemma":0.0000121723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003202228,"about_ca_topic_score_gemma":0.00002166779,"domain_scores_codex":[0.9979509,0.0008881963,0.00062666,0.0002790426,0.00001580687,0.0002394602],"domain_scores_gemma":[0.9992667,0.0003666218,0.000117846,0.0001118731,0.00003934795,0.00009765007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002780808,0.000188087,0.8762241,0.0000772612,0.00002528866,0.000006818098,0.0000108362,0.000001642297,0.1118891,0.00001488707,0.00007508156,0.01120883],"study_design_scores_gemma":[0.002291628,0.004189794,0.991293,0.000106843,0.00003408754,0.0002441586,0.0000178729,0.0001860961,0.0009162424,0.000048825,0.0006216841,0.00004976698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961532,0.001466088,0.001484438,0.0003251591,0.0002335349,0.0002730047,0.000009810018,0.00001049853,0.00004424951],"genre_scores_gemma":[0.995175,0.002315537,0.00201634,0.0003834224,0.00004395863,0.000008641705,0.00004016069,0.000006521818,0.00001042686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150689,"threshold_uncertainty_score":0.3440404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321821149021945,"score_gpt":0.4213793970411597,"score_spread":0.3891972821389652,"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."}}