{"id":"W2565379963","doi":"10.1016/j.wneu.2016.12.087","title":"The Extended Lateral Supraorbital Approach and Extradural Anterior Clinoidectomy Through a Frontopterio-Orbital Window: Technical Note and Pilot Surgical Series","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anterior cranial fossa; Superior orbital fissure; Craniotomy; Orbit (dynamics); Anterior clinoid process; Cavernous sinus; Anatomy; Surgery; Sphenoid bone; Frontal sinus; Skull","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":[0.0005238838,0.000353812,0.0005881477,0.0001262182,0.000321505,0.0001908203,0.0001270932,0.00006723389,0.00003735125],"category_scores_gemma":[0.0001354355,0.000195872,0.0001513201,0.0001910685,0.0006754746,0.0004314148,0.0002672687,0.0002591589,0.000009242004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004931954,"about_ca_system_score_gemma":0.00004781316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001635005,"about_ca_topic_score_gemma":0.00001439031,"domain_scores_codex":[0.9974983,0.0001634743,0.0006523561,0.0006674201,0.0003662814,0.0006521714],"domain_scores_gemma":[0.9986492,0.0004557595,0.0001362406,0.0004709542,0.00003584608,0.0002519811],"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":[0.03241311,0.001592399,0.3198201,0.0007611606,0.0004410779,0.04445575,0.0009407563,4.106329e-7,0.512333,0.01441442,0.02358607,0.0492418],"study_design_scores_gemma":[0.008373276,0.002250424,0.8668113,0.000534731,0.0002701507,0.03810433,0.0001085082,0.0001572036,0.004411937,0.0008063776,0.07699296,0.001178853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884837,0.0007567331,0.0001288134,0.005876845,0.0004376499,0.0005580223,0.00001337926,0.0001736559,0.003571178],"genre_scores_gemma":[0.991749,0.0001655594,0.001029713,0.0002171195,0.0002882991,0.00007567707,0.000006079034,0.00004623476,0.006422347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5469912,"threshold_uncertainty_score":0.7987426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233893293868121,"score_gpt":0.2658446293290052,"score_spread":0.243505696390324,"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."}}