{"id":"W4221124179","doi":"10.1111/jgs.17766","title":"Community‐acquired bacterial meningitis in patients of 80 years and older","year":2022,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Rijksinstituut voor Volksgezondheid en Milieu; European Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Academisch Medisch Centrum; ZonMw","keywords":"Medicine; Streptococcus pneumoniae; Meningitis; Glasgow Coma Scale; Internal medicine; Diabetes mellitus; Glasgow Outcome Scale; Pneumonia; Case fatality rate; Prospective cohort study; Pediatrics; Sinusitis; Surgery; Epidemiology; Antibiotics","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":[0.0002803638,0.0002282295,0.0003419875,0.0006154393,0.0003877767,0.0004032823,0.0001444315,0.0003201792,0.001555862],"category_scores_gemma":[0.001192098,0.0001252303,0.000257651,0.0006205373,0.0001738048,0.000410991,0.0004040785,0.0003291665,0.000177714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945831,"about_ca_system_score_gemma":0.0002998718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659592,"about_ca_topic_score_gemma":0.003502547,"domain_scores_codex":[0.9997727,0.00004194347,0.0000299577,0.00004428094,0.00003839729,0.00007279433],"domain_scores_gemma":[0.999265,0.00006213814,0.0003688885,0.00002135701,0.00006176268,0.0002208022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004831351,0.00001773009,0.9990699,0.000005427143,0.00001395593,0.0001253678,0.00002757574,0.000007975588,0.00007604044,0.00000413881,0.0000529358,0.0005507076],"study_design_scores_gemma":[0.000007773022,0.00007976809,0.9988154,0.00001253044,0.0000149242,0.0006797477,0.0001859366,0.00005081134,0.00002534201,0.00002089685,0.0001044392,0.000002480335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993243,0.0002380012,0.00001540158,0.00003081999,0.000007252278,0.000004866451,0.0001005973,0.000001067854,0.0002776525],"genre_scores_gemma":[0.9996361,0.0001274517,0.00001681534,0.00002759529,0.00001593694,0.000004199014,0.0001298968,3.466831e-7,0.00004174668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659592,"threshold_uncertainty_score":0.005288303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007808856513611735,"score_gpt":0.2249880192603179,"score_spread":0.2171791627467062,"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."}}