{"id":"W1993125400","doi":"10.1227/01.neu.0000339121.20101.85","title":"EXPANDED ENDOSCOPIC ENDONASAL APPROACH FOR ANTERIOR CRANIAL BASE AND SUPRASELLAR LESIONS","year":2009,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Craniopharyngioma; Cavernous sinus; Tuberculum sellae; Anterior cranial fossa; Clivus; Meningioma; Surgery; Foramen magnum; Craniotomy; Pituitary adenoma; Endoscopic endonasal surgery; Neurovascular bundle; Radiology; Skull; Adenoma; Pathology","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":[0.0002116814,0.0001605373,0.000505349,0.0001088542,0.0001042509,0.00001707747,0.0000410154,0.0001266393,0.00005720854],"category_scores_gemma":[0.0003358926,0.0001316339,0.0001412971,0.0001116832,0.00006842997,0.00005375911,0.00001676066,0.0001690991,0.000005035861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443269,"about_ca_system_score_gemma":0.00009565928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003090234,"about_ca_topic_score_gemma":4.288833e-7,"domain_scores_codex":[0.9987574,0.00007415794,0.0003093915,0.0003598575,0.0001401227,0.0003590845],"domain_scores_gemma":[0.9989363,0.0005016721,0.00004914532,0.000190332,0.00003798544,0.0002845691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003868032,0.002864189,0.09770554,0.000387902,0.00005316605,0.001823442,0.0002103289,0.000004812204,0.780937,0.0005634952,0.01617523,0.09540688],"study_design_scores_gemma":[0.02258178,0.008043702,0.7992805,0.0002744652,0.0003866877,0.002275254,0.00008591899,0.004413101,0.04895072,0.0003404628,0.1124728,0.0008946127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949917,0.0002203009,0.0007520284,0.001784284,0.0002933929,0.000492795,0.0000218583,0.00009351943,0.001350143],"genre_scores_gemma":[0.9928909,0.0001809623,0.001568742,0.004474901,0.0003864268,0.00003503519,0.00002793158,0.00001989989,0.0004152324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7319863,"threshold_uncertainty_score":0.5367875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421430678839139,"score_gpt":0.2998240554589514,"score_spread":0.26560974867056,"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."}}