{"id":"W2160354626","doi":"10.1503/cmaj.111304","title":"Acute bacterial meningitis in adults","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bacterial meningitis; Meningitis; Medicine; Lumbar puncture; Retrospective cohort study; Antimicrobial; Intensive care medicine; Pediatrics; Surgery; Internal medicine; Microbiology; Cerebrospinal fluid; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005443012,0.0002486671,0.0004228429,0.0006300516,0.0004718895,0.0006022505,0.000188295,0.000444135,0.0009816843],"category_scores_gemma":[0.003851536,0.0002431556,0.0002389271,0.000953039,0.0003521904,0.000495195,0.0003517294,0.0004513343,0.0001654422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351507,"about_ca_system_score_gemma":0.0004480871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800242,"about_ca_topic_score_gemma":0.003547976,"domain_scores_codex":[0.9991593,0.0001697471,0.0001824603,0.0001268472,0.0001986724,0.0001629479],"domain_scores_gemma":[0.9981876,0.0002544463,0.001014512,0.00009125494,0.0002339401,0.0002181876],"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":[0.0001160412,0.00001728722,0.9967598,0.0000207709,0.00001681451,0.0007143313,0.00005947078,0.00001251554,0.00009958599,0.0000151729,0.000116291,0.002051992],"study_design_scores_gemma":[0.00001669154,0.0002444961,0.993623,0.00007576925,0.00004455319,0.004797579,0.0003268442,0.00007557901,0.0001292615,0.00004514906,0.0006151513,0.000006166206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.995201,0.002843383,0.0001403036,0.0001414912,0.00002985787,0.00001564534,0.0002250461,0.000006063456,0.001397112],"genre_scores_gemma":[0.998922,0.0006578756,0.00006283542,0.00008564373,0.00004779432,0.000007374538,0.0001473645,8.070373e-7,0.00006834361],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004800242,"threshold_uncertainty_score":0.009544551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004932923461197378,"score_gpt":0.2183030264787409,"score_spread":0.2133701030175436,"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."}}