{"id":"W31801317","doi":"10.26443/mjm.v9i1.503","title":"Challenges in Diagnosis, Treatment and Follow-up of Patients Presenting with Central Nervous System Infections in a Resource-Limited Setting","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; William Osler Health System","funders":"Ontario Ministry of Food and Agriculture; University of Oxford; McGill University; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Medicine; Medical diagnosis; Toxoplasmosis; Presentation (obstetrics); Pediatrics; Intensive care medicine; Meningitis; Tuberculosis; Cryptococcal meningitis; Lymphoma; Human immunodeficiency virus (HIV); Immunology; Surgery; Pathology; Viral disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002153677,0.0003698789,0.0005850114,0.001448126,0.001960785,0.002646137,0.001289278,0.001753249,0.001837797],"category_scores_gemma":[0.0136591,0.0003364243,0.0003091658,0.0008817204,0.0009847479,0.002821989,0.001435286,0.002570764,0.0008621858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007203196,"about_ca_system_score_gemma":0.002126582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004240433,"about_ca_topic_score_gemma":0.006927236,"domain_scores_codex":[0.9979579,0.0007880779,0.0004464457,0.0001196282,0.0003703749,0.0003175201],"domain_scores_gemma":[0.9955083,0.001942753,0.001075358,0.0001563492,0.0007820628,0.0005351756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001516014,0.000497185,0.4454629,0.00194419,0.00009019904,0.1714721,0.008642558,0.001002227,0.003239346,0.001977093,0.03409497,0.3314257],"study_design_scores_gemma":[0.00003539854,0.0005690588,0.230491,0.01515747,0.0002112132,0.5425994,0.08366317,0.002212847,0.002168331,0.01244075,0.1102451,0.0002063048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5121424,0.2422037,0.01069919,0.1723044,0.003134107,0.0005312424,0.000528102,0.0002753782,0.05818146],"genre_scores_gemma":[0.8730187,0.09342604,0.01412866,0.013147,0.003945532,0.0001321819,0.0002685921,0.00003839525,0.00189496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004240433,"threshold_uncertainty_score":0.01138991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05558000857814734,"score_gpt":0.274128155747171,"score_spread":0.2185481471690237,"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."}}