{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001486072,0.0002126567,0.0003005135,0.0006091737,0.0003948567,0.0004585832,0.0002933731,0.0004138967,0.002644416],"category_scores_gemma":[0.001587485,0.0001086731,0.0005609558,0.0005506864,0.0002770535,0.0004280246,0.0003550745,0.0009316794,0.0002001274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112871,"about_ca_system_score_gemma":0.0006844137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00454074,"about_ca_topic_score_gemma":0.006939167,"domain_scores_codex":[0.9998481,0.00001336918,0.00002631518,0.00002345662,0.00003722729,0.00005148484],"domain_scores_gemma":[0.9985036,0.0003073665,0.000535833,0.00005116478,0.0001443543,0.0004576121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000326086,0.00007350798,0.9954078,0.00001571437,0.00005509859,0.00135847,0.00002467555,0.00006569448,0.0003300481,0.00002212189,0.0001229938,0.002197704],"study_design_scores_gemma":[0.00000549261,0.0001308533,0.9969144,0.000007983246,0.00004043315,0.002345479,0.0001398346,0.0001672382,0.00007036378,0.00004085631,0.0001298059,0.000007158155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975839,0.0006000359,0.0000645624,0.0001146387,0.0000346915,0.000005840868,0.0001881725,0.000003969531,0.00140427],"genre_scores_gemma":[0.9992334,0.000197313,0.00004066472,0.00002146163,0.00003553544,0.000003480171,0.0002166768,0.00000117514,0.0002504112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00454074,"threshold_uncertainty_score":0.009028614,"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."}}