{"id":"W3032022986","doi":"10.1186/s12887-020-02151-4","title":"Enteroviral and herpes simplex virus central nervous system infections in infants < 90 days old: a Paediatric Investigators’ Collaborative Network on Infections in Canada (PICNIC) study","year":2020,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; McMaster University; McGill University; Children's Hospital of Eastern Ontario; University of Ottawa; University of Alberta; Université de Montréal; Western University","funders":"","keywords":"Medicine; Pleocytosis; Herpes simplex virus; Etiology; Meningitis; Viral meningitis; Enterovirus; Pediatrics; Encephalitis; Immunology; Virus; Internal medicine; Bacterial meningitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003405699,0.0003394084,0.0006216419,0.0005862284,0.0002814022,0.00006851528,0.0001270711,0.0001876886,0.00002165154],"category_scores_gemma":[0.001085688,0.0003266017,0.00006798773,0.004569899,0.00008971936,0.0002036829,0.0001859907,0.0008423877,0.00001693181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179034,"about_ca_system_score_gemma":0.003074362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3408639,"about_ca_topic_score_gemma":0.8198477,"domain_scores_codex":[0.9969752,0.0005598314,0.0007146469,0.0005611674,0.0003894471,0.0007996638],"domain_scores_gemma":[0.9983899,0.0005294775,0.0001686749,0.0003019201,0.000156278,0.0004537781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002019207,0.0005919083,0.9916785,0.0001369717,0.00004847048,0.0001231967,0.0008361003,0.002965683,0.000009135098,0.00006845462,0.002426156,0.0009135231],"study_design_scores_gemma":[0.004290038,0.002461562,0.9852901,0.00004155798,0.00013208,0.00002806018,0.002798031,0.002070087,0.000008240666,0.00001393493,0.002558028,0.0003083122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995951,0.0008811075,0.00004758029,0.0003848675,0.0006024804,0.001682852,0.00008848237,0.00009626215,0.0002653463],"genre_scores_gemma":[0.9978043,0.0006133977,0.00005869309,0.0005214657,0.0007000121,0.0002042246,0.00003262231,0.00003834687,0.00002689439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4789838,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259690142189011,"score_gpt":0.2646672292761601,"score_spread":0.24207032785427,"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."}}