{"id":"W4402274359","doi":"10.7759/cureus.68707","title":"Probable Causative Agents and Demographic Patterns of Encephalitis, Meningitis, and Meningoencephalitis in a Single Tertiary Care Center","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tertiary care; Meningoencephalitis; Encephalitis; Meningitis; Center (category theory); Pediatrics; Single Center; Virology; Family medicine; Internal medicine; Virus","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":[0.0004746862,0.0002819236,0.0002783315,0.0009397916,0.0009040935,0.0007347052,0.0004316181,0.0003407026,0.002825045],"category_scores_gemma":[0.001932935,0.0003388877,0.0002266514,0.0009687297,0.0003838523,0.0005154727,0.000973265,0.0004083597,0.0002872854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230124,"about_ca_system_score_gemma":0.001581732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848198,"about_ca_topic_score_gemma":0.02700234,"domain_scores_codex":[0.9993605,0.0001174955,0.0001122705,0.0001213239,0.00008956738,0.0001989031],"domain_scores_gemma":[0.9981989,0.0001810382,0.0008159209,0.0000671181,0.0002138496,0.0005231724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002054732,0.00002463887,0.9986352,0.00001198161,0.000009532746,0.0002212589,0.0001623482,0.0000165368,0.00008675762,0.00001286531,0.0001551634,0.0006431487],"study_design_scores_gemma":[0.000007736547,0.0001001654,0.9951851,0.00004538516,0.00001790456,0.001616639,0.002363788,0.0002596071,0.0001079217,0.00003167513,0.0002559589,0.000008064784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991725,0.000147707,0.00004077606,0.0001179188,0.000004568277,0.00001284457,0.0002564373,0.000002877071,0.0002444437],"genre_scores_gemma":[0.9994864,0.0001343522,0.00005509526,0.00007772702,0.00001255899,0.00000705323,0.0001744277,7.677364e-7,0.00005162308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01848198,"threshold_uncertainty_score":0.03674877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359816605162652,"score_gpt":0.251022090159936,"score_spread":0.2374239241083095,"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."}}