{"id":"W3165920221","doi":"10.7759/cureus.15402","title":"The Diagnostic Challenge of the Pediatric Brain Abscess","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Presentation (obstetrics); Emergency department; Altered Mental Status; Brain abscess; Pediatrics; Intensive care medicine; Intervention (counseling); Disease; Abscess; Autism; Psychiatry; Pathology; Surgery","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":[0.001422456,0.001010887,0.0009622441,0.0022149,0.00174044,0.001738346,0.001133656,0.003601282,0.001728921],"category_scores_gemma":[0.007679166,0.0007096424,0.000526786,0.0005733179,0.002330334,0.003120545,0.001778114,0.004861822,0.00121084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044775,"about_ca_system_score_gemma":0.0009997359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020037,"about_ca_topic_score_gemma":0.001263367,"domain_scores_codex":[0.9984168,0.0005631355,0.0001886581,0.0001272135,0.00034414,0.0003601019],"domain_scores_gemma":[0.9974553,0.001100273,0.0003391918,0.0001490299,0.0003832211,0.0005728714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001213527,0.00009911179,0.03509493,0.0003068052,0.00002470457,0.9017807,0.0009382736,0.0008197496,0.005478829,0.002747341,0.01309705,0.03949125],"study_design_scores_gemma":[0.00001188141,0.00007101132,0.0053262,0.0003533936,0.00001784151,0.9784688,0.001846858,0.0009253523,0.001406066,0.002825806,0.008721745,0.00002492314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7063298,0.06913166,0.04351961,0.1200344,0.005615335,0.0005287197,0.0005480793,0.001009855,0.05328248],"genre_scores_gemma":[0.9451095,0.01850723,0.01754941,0.01011798,0.007121498,0.0001235196,0.0001571763,0.00007076558,0.001242897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003601282,"threshold_uncertainty_score":0.007580459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296961993894071,"score_gpt":0.2444695178106824,"score_spread":0.2314998978717416,"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."}}