{"id":"W2036318628","doi":"10.1056/nejmra0804573","title":"Nosocomial Bacterial Meningitis","year":2010,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":431,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children; Institute of Infection and Immunity","funders":"","keywords":"Medicine; Bacteremia; Meningitis; Craniotomy; Bacterial meningitis; Antimicrobial; Intensive care medicine; Anesthesia; Surgery; Antibiotics; Microbiology","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":[0.0005601096,0.001613444,0.002605899,0.002387089,0.0004595671,0.001489647,0.001020888,0.001606386,0.004037117],"category_scores_gemma":[0.001161308,0.0002580805,0.0006268803,0.00220348,0.0006587329,0.001191124,0.001001041,0.001756655,0.004655731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005733,"about_ca_system_score_gemma":0.001585253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487145,"about_ca_topic_score_gemma":0.001797287,"domain_scores_codex":[0.9993432,0.0001067302,0.0001013819,0.00007872539,0.0002905713,0.00007935381],"domain_scores_gemma":[0.9994085,0.0001884525,0.0001408195,0.0000228592,0.0001646557,0.0000746942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004266088,0.00007494961,0.000433419,0.008471115,0.00006515556,0.0007713293,0.00006442829,0.0001287209,0.0008491807,0.00157899,0.0503424,0.9371778],"study_design_scores_gemma":[0.00002852757,0.0001114806,0.001795236,0.008197059,0.00011105,0.01264552,0.0001302487,0.00008657117,0.0007661188,0.002012632,0.9740881,0.00002740732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001694678,0.9958568,0.0002315752,0.0002693671,0.0005569326,0.00001276748,0.00002469398,0.00001741038,0.002860889],"genre_scores_gemma":[0.00128432,0.996613,0.0002059291,0.0003106825,0.0004122101,0.000011662,0.00005648853,0.000002538768,0.001103278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004037117,"threshold_uncertainty_score":0.01350546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260303026793173,"score_gpt":0.3142626777848733,"score_spread":0.2816596475169416,"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."}}