{"id":"W2783927219","doi":"10.2500/ajra.2018.32.4499","title":"Extent of Surgery in Endoscopic Transsphenoidal Skull Base Approaches and the Effects on Sinonasal Morbidity","year":2018,"lang":"en","type":"article","venue":"American Journal of Rhinology and Allergy","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; St. Michael's Hospital","funders":"National Science Foundation","keywords":"Skull; Medicine; Transsphenoidal surgery; Surgery; Base (topology); Pituitary adenoma; Internal medicine; Adenoma","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":[0.000556097,0.000109533,0.000771562,0.000131638,0.0000367612,0.000002411801,0.00005598404,0.00006735638,0.00002766054],"category_scores_gemma":[0.0002469691,0.00006247842,0.00009035825,0.0001136987,0.001710299,0.00003502428,0.00001772653,0.0003093874,9.103774e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001334157,"about_ca_system_score_gemma":0.0001008316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009245736,"about_ca_topic_score_gemma":0.00003131097,"domain_scores_codex":[0.998772,0.0004187858,0.0003732897,0.0001310163,0.0001097953,0.0001951058],"domain_scores_gemma":[0.9976847,0.001834391,0.0002269225,0.00009642343,0.00004334692,0.0001142839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02344327,0.001091329,0.1174945,0.0001652495,0.0006801436,0.001033452,0.002548152,0.000004831121,0.005079235,0.005982113,0.0003887441,0.8420889],"study_design_scores_gemma":[0.01230825,0.0172274,0.9563081,0.0004118849,0.0001232163,0.001547392,0.0007293152,0.0001308269,0.005977172,0.0009767414,0.004088266,0.0001714153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932466,0.001194124,0.00004590626,0.004893051,0.000157916,0.00008023085,7.705286e-7,0.000003247332,0.0003781185],"genre_scores_gemma":[0.9970967,0.001386992,0.0001914597,0.001113373,0.000184454,0.000002645488,4.370146e-7,0.000005841599,0.00001815401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8419175,"threshold_uncertainty_score":0.6301669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141749625392379,"score_gpt":0.2690203139027225,"score_spread":0.2376028176487987,"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."}}