{"id":"W4200336429","doi":"10.1016/j.wneu.2021.12.023","title":"From Above and Below: The Microsurgical Anatomy of Endoscopic Endonasal and Transcranial Microsurgical Approaches to the Parasellar Region","year":2021,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Pterygopalatine fossa; Cavernous sinus; Internal carotid artery; Anatomy; Superior orbital fissure; Microsurgery; Anterior cranial fossa; Skull; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004174076,0.0002641666,0.0007683467,0.00009737202,0.0001792405,0.00004683381,0.0001199404,0.0001333231,0.0000929413],"category_scores_gemma":[0.0001724436,0.000156222,0.0002145661,0.000556841,0.000492691,0.00004311455,0.0001108879,0.0004929773,0.000007698022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001684714,"about_ca_system_score_gemma":0.0001374602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005562788,"about_ca_topic_score_gemma":0.00007948041,"domain_scores_codex":[0.9975994,0.0004938025,0.000581526,0.000609257,0.0002978822,0.0004181118],"domain_scores_gemma":[0.9964099,0.002696669,0.00009831798,0.0004422167,0.00004690828,0.0003060151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006504538,0.002436484,0.5904946,0.0004671565,0.000601889,0.01436036,0.00412888,0.00001726905,0.2878973,0.006703513,0.02872097,0.05766704],"study_design_scores_gemma":[0.003388248,0.000261477,0.2990739,0.0001657729,0.0002491618,0.001345221,0.0001419093,0.00009216549,0.03573912,0.0002100073,0.6590462,0.000286829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473909,0.002896952,0.00003608241,0.04822362,0.0003678151,0.0003956658,0.00004251311,0.00003088315,0.0006155467],"genre_scores_gemma":[0.9935684,0.0006545234,0.0001165011,0.00442659,0.0004564555,0.00003265968,0.00002145479,0.00003100825,0.0006923612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6303252,"threshold_uncertainty_score":0.6370547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06247968400882165,"score_gpt":0.2805116157326298,"score_spread":0.2180319317238081,"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."}}