{"id":"W2215857067","doi":"10.1016/j.wneu.2015.12.034","title":"Craniotomy Versus Craniectomy for Acute Traumatic Subdural Hematoma in the United States: A National Retrospective Cohort Analysis","year":2015,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"U.S. National Library of Medicine","keywords":"Medicine; Craniotomy; Interquartile range; Decompressive craniectomy; Retrospective cohort study; Surgery; Traumatic brain injury; Cohort; Internal medicine","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":[0.0007985869,0.0003900946,0.0005675951,0.0007244577,0.0007641496,0.0009529763,0.0006262377,0.0007730964,0.001770886],"category_scores_gemma":[0.002729788,0.0007744321,0.001212573,0.001624145,0.0004723679,0.00111401,0.0007680243,0.001067118,0.0002119569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000735014,"about_ca_system_score_gemma":0.001018089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01906697,"about_ca_topic_score_gemma":0.03063249,"domain_scores_codex":[0.9990521,0.0002286052,0.0001286167,0.0002907114,0.0001139748,0.0001859615],"domain_scores_gemma":[0.9981428,0.0003177065,0.0009080902,0.0002273174,0.0001514702,0.000252542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003604075,0.00004483641,0.9984699,0.00001094207,0.0002861893,0.0001297582,0.00006783137,0.00002635641,0.00009690734,0.00002279241,0.0001418465,0.0003420837],"study_design_scores_gemma":[0.00004343884,0.0001739888,0.9973443,0.0000165003,0.0002517203,0.0006023655,0.001000113,0.0002714099,0.00005308562,0.00004579781,0.0001850562,0.00001225612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987896,0.0003438123,0.00005631999,0.00004106336,0.00001393221,0.0000100935,0.0005509244,0.000001777321,0.0001925309],"genre_scores_gemma":[0.9990545,0.0002075913,0.00005043275,0.00005014562,0.00001297004,0.00001208083,0.0005230688,0.000002553058,0.00008671809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01906697,"threshold_uncertainty_score":0.03791195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973776207682121,"score_gpt":0.3288346193545512,"score_spread":0.26909685727773,"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."}}