{"id":"W4396978267","doi":"10.1097/inf.0000000000004398","title":"Neurodevelopmental Outcomes Following Childhood Viral Meningitis in Canterbury New Zealand","year":2024,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Meningitis; Viral meningitis; Medicine; Pediatrics; Virology; Intensive care medicine; Bacterial meningitis","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":[0.0008886306,0.0005014791,0.0004456764,0.001025771,0.001075968,0.0008592006,0.0006136401,0.0002939625,0.00128634],"category_scores_gemma":[0.001793362,0.0002083653,0.0003983313,0.001549452,0.0006927348,0.0004822752,0.001127563,0.0008113724,0.0002455202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00623827,"about_ca_system_score_gemma":0.005685727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6350666,"about_ca_topic_score_gemma":0.6711545,"domain_scores_codex":[0.9993252,0.00006079703,0.0000659141,0.00008260065,0.0002227493,0.0002428157],"domain_scores_gemma":[0.9982912,0.00006194393,0.0007834387,0.00002886628,0.0004628362,0.0003718089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001342423,0.0000534283,0.9929247,0.00004689899,0.00002910081,0.0008157886,0.001226785,0.00004931974,0.000328109,0.00002115119,0.0004387084,0.003931867],"study_design_scores_gemma":[0.000005410068,0.00008193502,0.9987839,0.00002054963,0.00000501741,0.0002239978,0.0006116775,0.00001763459,0.00003680881,0.000006143556,0.0002037025,0.000003220195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981159,0.000309179,0.00001213055,0.00007537982,0.000006407217,0.00002774386,0.0006590348,0.000002317886,0.0007918828],"genre_scores_gemma":[0.998302,0.000432567,0.00008162897,0.00003296656,0.000005225566,0.00004667946,0.0008127367,0.000001910065,0.0002842704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6350666,"threshold_uncertainty_score":0.7341652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008684143152991394,"score_gpt":0.2821027506656747,"score_spread":0.2734186075126833,"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."}}