{"id":"W4407243208","doi":"10.1055/s-0045-1803141","title":"Predictor of New Postoperative Visual Deterioration and Deficit Post Endoscopic Endonasal Pituitary Adenoma Resection","year":2025,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Pituitary adenoma; Resection; Medicine; Endoscopic endonasal surgery; Adenoma; Surgery; Internal medicine; 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":[0.0002139038,0.0001622888,0.0005282033,0.000245816,0.00007256988,0.00001648879,0.00004237981,0.0001085308,0.0001108355],"category_scores_gemma":[0.0005469708,0.000109446,0.0001767929,0.0001819389,0.00007013759,0.0001785966,0.00003516979,0.0002396433,0.000002242026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070581,"about_ca_system_score_gemma":0.0002490856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003316626,"about_ca_topic_score_gemma":0.00001427787,"domain_scores_codex":[0.9986002,0.0001655063,0.0006097227,0.0001948082,0.0002427562,0.0001869843],"domain_scores_gemma":[0.9988244,0.0004560375,0.0002422727,0.0000983618,0.0001800244,0.0001988861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006911581,0.0008560923,0.9714594,0.0000591087,0.0001732621,0.001233157,0.00005066416,0.00001142494,0.01057462,0.00003141443,0.002647304,0.005991914],"study_design_scores_gemma":[0.002752944,0.007039768,0.9863462,0.00013864,0.0002179986,0.0004340041,0.00003881216,0.0001065596,0.001599368,0.0001920439,0.001054064,0.0000795606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949412,0.001665101,0.0000716694,0.002588726,0.0004017653,0.000195589,0.00001612411,0.00001244149,0.0001074111],"genre_scores_gemma":[0.9980431,0.0003993009,0.0001016603,0.001190086,0.0001324589,0.000003483361,0.00002107691,0.000007213061,0.0001015897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488678,"threshold_uncertainty_score":0.4463077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375840168140411,"score_gpt":0.2779415065241874,"score_spread":0.2541831048427833,"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."}}