{"id":"W2905143783","doi":"10.1093/ons/opy385","title":"Expanded Endoscopic Endonasal Approach for Resection of Intradural Chordoma: Surgical and Anatomic Nuances: 2-Dimensional Operative Video","year":2018,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Chordoma; Resection; Surgical resection; Surgery; Radiology","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":[0.000434473,0.0002524892,0.0008285913,0.0001608693,0.000217199,0.0000242449,0.0000620682,0.0001716236,0.0001439033],"category_scores_gemma":[0.000413777,0.0001874332,0.000141895,0.0002699285,0.0007069815,0.0001928421,0.00005997243,0.0002739553,0.000004743252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005570997,"about_ca_system_score_gemma":0.0002538399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002410096,"about_ca_topic_score_gemma":0.000009643129,"domain_scores_codex":[0.9979144,0.0003110851,0.0005426744,0.000591568,0.0002601696,0.0003801052],"domain_scores_gemma":[0.9981446,0.0009709841,0.0001060694,0.0001874795,0.0003626402,0.0002282543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03035415,0.003700168,0.1432275,0.0006314455,0.0006471322,0.0006831007,0.002862324,0.00005327539,0.7823005,0.01059554,0.0120975,0.01284737],"study_design_scores_gemma":[0.0396628,0.02725018,0.1428167,0.0006004228,0.0003306617,0.002833429,0.0008053987,0.02435083,0.7237636,0.0003027778,0.03598248,0.001300718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99564,0.0003133699,0.0002336465,0.0005950168,0.0004952669,0.0008752529,0.00004058515,0.0000365858,0.00177023],"genre_scores_gemma":[0.9965991,0.00009901828,0.001330083,0.0004496077,0.0006344018,0.0001657124,0.00005893654,0.00002886161,0.0006342406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05853689,"threshold_uncertainty_score":0.7643306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319311224570678,"score_gpt":0.3452216807338694,"score_spread":0.3120285684881627,"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."}}