{"id":"W4200606655","doi":"10.3389/fnins.2021.786513","title":"Adjuvant Corticosteroids With Surgery for Chronic Subdural Hematoma: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic subdural hematoma; Medicine; Meta-analysis; Adjuvant; Hematoma; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004722629,0.0004412168,0.009692486,0.000407502,0.0001020004,0.00007782711,0.0002796452,0.00008583735,0.00001057811],"category_scores_gemma":[0.000603153,0.0002602158,0.001883391,0.002554923,0.0002058269,0.00008686738,0.00008678529,0.0002910123,9.32111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000987711,"about_ca_system_score_gemma":0.0005049702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001556814,"about_ca_topic_score_gemma":0.000003299497,"domain_scores_codex":[0.9967814,0.0002301511,0.001164458,0.00103486,0.0003893947,0.0003997008],"domain_scores_gemma":[0.9978283,0.0003530534,0.0006100912,0.0008913851,0.0001095523,0.0002076314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003003398,0.00007850485,0.00001587676,0.9932265,0.004440501,0.0001158176,0.000003238917,7.527682e-7,2.85437e-7,0.00003940858,0.001196322,0.0008797671],"study_design_scores_gemma":[0.0001351838,0.0001367762,0.00001552196,0.05566666,0.892736,0.001282871,0.00000457032,0.0001881938,3.710206e-7,0.000007092025,0.04945123,0.0003754898],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001170073,0.9914904,0.003855017,0.0004046885,0.0001064263,0.004042895,0.00006035547,0.00002885789,0.00001021861],"genre_scores_gemma":[0.00006473147,0.9950163,0.0003757052,0.001332148,0.00001249582,0.002411884,0.00003724548,0.00003746582,0.000712054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9375598,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038049004070294,"score_gpt":0.3567335243197972,"score_spread":0.2529286239127678,"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."}}