{"id":"W2037012199","doi":"10.1542/peds.106.3.477","title":"Predicting the Outcome of Neonatal Bacterial Meningitis","year":2000,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Coma (optics); Leukopenia; Pediatrics; Retrospective cohort study; Cohort; Meningitis; Adverse effect; Univariate analysis; Cohort study; Multivariate analysis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001365842,0.0000774403,0.0001288406,0.00003651969,0.0001436155,0.00001143349,0.0001196106,0.0001044891,0.006399876],"category_scores_gemma":[0.00005733588,0.0000529967,0.00006473572,0.0001307402,0.00004342269,0.00006002984,0.00003205567,0.0001281233,0.0001893065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005702577,"about_ca_system_score_gemma":0.00001559749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002646045,"about_ca_topic_score_gemma":0.00002133512,"domain_scores_codex":[0.9994304,0.00005425319,0.0002499464,0.0001007137,0.0000119322,0.0001527641],"domain_scores_gemma":[0.9996153,0.0001212179,0.00007496672,0.0001465552,0.00003343469,0.000008527818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00027676,0.0001297772,0.8110914,0.00004570013,0.000114169,0.000001655907,0.001196517,0.00002263497,0.08254592,0.0004670064,0.008780902,0.09532762],"study_design_scores_gemma":[0.003072575,0.0004540225,0.2689568,0.00001088688,0.0003617124,0.0002664248,0.0003190968,0.0000139614,0.02476753,0.0001777696,0.7011427,0.0004565391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963993,0.0004626638,0.00001652155,0.0001048704,0.001635297,0.00008070612,0.00007349968,0.00004243998,0.001184702],"genre_scores_gemma":[0.9977415,0.0001502285,0.00003043137,0.00001188218,0.0004594772,0.00000622469,0.00004795625,0.000007761081,0.001544578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6923618,"threshold_uncertainty_score":0.9945084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213219893737643,"score_gpt":0.2370295698886754,"score_spread":0.2248973709512989,"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."}}