{"id":"W2749711714","doi":"10.4269/ajtmh.17-0375","title":"Clinical Spectrum, Etiology, and Outcome of Neurological Disorders in the Rural Hospital of Mosango, the Democratic Republic of Congo","year":2017,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Etiology; Medicine; Pediatrics; Meningoencephalitis; Case fatality rate; Meningitis; Epidemiology; Epilepsy; African trypanosomiasis; Internal medicine; Psychiatry; Trypanosomiasis; Pathology","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":[0.0002353226,0.0002813546,0.000195735,0.000646462,0.0007279636,0.0005135026,0.0002143399,0.000222382,0.0007493629],"category_scores_gemma":[0.001174367,0.0001633363,0.0001246411,0.0006910369,0.0005125625,0.0003819151,0.0004921568,0.0003231455,0.0001129884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008603016,"about_ca_system_score_gemma":0.0007269079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411532,"about_ca_topic_score_gemma":0.02455769,"domain_scores_codex":[0.9997473,0.00006788202,0.00003552606,0.00004666732,0.00002016047,0.00008242453],"domain_scores_gemma":[0.9993742,0.00007009941,0.0003424257,0.00001795005,0.00005321299,0.000142099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004523418,0.0000266953,0.9963236,0.00001444024,0.00000906282,0.001895469,0.0004326045,0.00002219861,0.0002515716,0.00002133769,0.00008907016,0.000868777],"study_design_scores_gemma":[0.000006309574,0.00008594546,0.9921269,0.00003575971,0.000008526211,0.004917612,0.002498032,0.00005505716,0.00005615822,0.00002270577,0.0001819448,0.000005145164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993646,0.0002018404,0.00001216251,0.00005524575,0.000001888315,0.000005869793,0.00009904616,9.398702e-7,0.0002585261],"genre_scores_gemma":[0.9996458,0.0001765357,0.00001676732,0.00002357741,0.000003529551,0.00000519194,0.00009312534,4.227751e-7,0.00003503178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411532,"threshold_uncertainty_score":0.02806634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063538159791922,"score_gpt":0.3174713122816966,"score_spread":0.2968359306837773,"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."}}