{"id":"W2737684079","doi":"10.1093/ons/opx122","title":"Three-Dimensional Endoscopic Magnification for Treatment of Thoracic Spinal Dural Arteriovenous Fistulas: Technical Note","year":2017,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Laminotomy; Retractor; Endoscope; Microsurgery; Radiology; Surgery; Arteriovenous fistula; Fistula; Endoscopy; Occipital nerve stimulation; Laminectomy; Spinal cord","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":[0.00009730393,0.0001913702,0.0004406521,0.00008114625,0.0003990513,0.00006109308,0.00007160267,0.00006568107,0.00004148078],"category_scores_gemma":[0.0001471315,0.0001408535,0.000282163,0.00004191154,0.0001315848,0.0001662829,0.00002445087,0.00004199951,0.00002205579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049756,"about_ca_system_score_gemma":0.0001231676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000452718,"about_ca_topic_score_gemma":0.00004160366,"domain_scores_codex":[0.9989393,0.00002705922,0.0003543913,0.0002885346,0.0001970152,0.0001936877],"domain_scores_gemma":[0.9988421,0.00009218773,0.0002012918,0.0006043379,0.0001751643,0.00008498179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005104273,0.0199063,0.4288519,0.00101583,0.00085828,0.0006360634,0.0006477965,0.0002342141,0.2155848,0.002625035,0.002838206,0.3216973],"study_design_scores_gemma":[0.001805849,0.003447523,0.9163237,0.0001861444,0.0002739186,0.0001066247,0.00000886259,0.001123472,0.07459584,0.00005389162,0.001929764,0.000144402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941785,0.0002487243,0.001518249,0.00218073,0.0002493253,0.001297515,0.00008094306,0.0000297637,0.0002162563],"genre_scores_gemma":[0.9957613,0.0001072788,0.003169173,0.0001126501,0.00009930901,0.0005102912,0.0001032832,0.00002021106,0.0001165494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4874718,"threshold_uncertainty_score":0.574384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041013691726295,"score_gpt":0.3680693183842967,"score_spread":0.3176591814670338,"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."}}