{"id":"W1977030358","doi":"10.1227/01.neu.0000084163.51521.58","title":"Conservative Neurosurgical Management of Intracranial Epidural Abscesses in Children","year":2003,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital; Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Medicine; Surgery; Sinus (botany); Abscess; Craniotomy; Sinusitis; Headaches; Brain abscess; Epidural abscess; Computed tomographic; Computed tomography","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":[0.000164796,0.0001221224,0.0003142275,0.0001521276,0.00003277151,0.000008754657,0.00004567308,0.00005064014,0.000279074],"category_scores_gemma":[0.0001147955,0.0001132882,0.0001036429,0.0004222499,0.0001031248,0.00006658377,0.00001873513,0.0001722871,0.00001523657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001470341,"about_ca_system_score_gemma":0.0000416397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001983413,"about_ca_topic_score_gemma":0.000002201671,"domain_scores_codex":[0.9988756,0.0001042977,0.0003743893,0.000229987,0.0002024999,0.0002131891],"domain_scores_gemma":[0.999429,0.0001751246,0.00008269344,0.0001853949,0.00004570619,0.0000820561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001019517,0.000325144,0.9944273,0.00004235122,0.0000328583,0.0008525715,0.00001530721,0.000004525175,0.0008267632,0.002120248,0.0007952884,0.0004556871],"study_design_scores_gemma":[0.001091618,0.0001022263,0.9960446,0.00008014553,0.00003742387,0.0003893879,0.0000196783,0.00001272836,0.001791268,0.00007452672,0.0002658887,0.00009050118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950551,0.00007458032,0.00001255645,0.0001512237,0.000237996,0.0002696149,0.00001997247,0.00002994046,0.00414901],"genre_scores_gemma":[0.998786,0.00007960713,0.0001532208,0.0006917872,0.00003397598,0.00001601008,0.00001422922,0.00001698252,0.0002081498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00394086,"threshold_uncertainty_score":0.461976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797679491391966,"score_gpt":0.2679135116154993,"score_spread":0.2499367167015797,"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."}}