{"id":"W2054071331","doi":"10.1016/j.jinf.2015.04.012","title":"Pediatric intracranial abscesses","year":2015,"lang":"en","type":"review","venue":"Journal of Infection","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Vomiting; Abscess; Brain abscess; Nausea; Lesion; Empyema; Surgery; Subdural empyema; Epidural abscess; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005352885,0.0002257142,0.001124516,0.0005215079,0.00008207686,0.00003511514,0.0000982927,0.0005591492,0.0004851542],"category_scores_gemma":[0.0001571507,0.0001539736,0.0004943523,0.0003248884,0.00002090093,0.0001966663,0.00003073216,0.000696688,0.0004239639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179843,"about_ca_system_score_gemma":0.000401208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003973303,"about_ca_topic_score_gemma":0.000008020143,"domain_scores_codex":[0.9986264,0.0002517113,0.0008399425,0.0001081133,0.00002232278,0.0001514776],"domain_scores_gemma":[0.9980583,0.00009244442,0.001302261,0.000115962,0.0004026373,0.00002844201],"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":[0.00002136889,0.0001558319,0.0001586055,0.001805381,0.0003374718,0.000005484119,0.00001416233,7.486949e-7,0.00003166389,0.00002106459,0.01855054,0.9788977],"study_design_scores_gemma":[0.0003391032,0.0003323371,0.00008668324,0.0006616774,0.00133706,0.00393021,0.000001556725,1.67553e-8,0.000005821006,0.00003318119,0.993129,0.0001433458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002766303,0.9851309,0.00005739505,0.000006092663,0.01164166,0.0001269165,0.00001030661,0.00002318118,0.0002372719],"genre_scores_gemma":[0.0001474916,0.9970643,0.00001493126,0.000002867496,0.002494427,0.000004749813,0.00002376918,0.00002247666,0.0002249657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9787543,"threshold_uncertainty_score":0.627886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381036077142943,"score_gpt":0.3345694846640825,"score_spread":0.2907591238926531,"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."}}