{"id":"W2334811830","doi":"10.1055/s-0035-1546510","title":"Quantified Volumetric Analysis and Clinical Outcomes of Endoscopic Endonasal Transsphenoidal Pituitary Macroadenoma Resection","year":2015,"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":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pituitary adenoma; Resection; Medicine; Pituitary tumors; Transsphenoidal surgery; Complication; Adenoma; Radiology; Surgery; Internal medicine","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":[0.0009022523,0.0002193743,0.0002944284,0.001278782,0.0002617617,0.0008022739,0.0004024183,0.0002255604,0.0008375],"category_scores_gemma":[0.003303937,0.0001737784,0.0006991626,0.0009589567,0.0004963223,0.0006434277,0.0005501448,0.00034958,0.0001399637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006254054,"about_ca_system_score_gemma":0.0006205495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215254,"about_ca_topic_score_gemma":0.002537086,"domain_scores_codex":[0.9992835,0.0001106416,0.0001135062,0.000142175,0.0002579599,0.00009234301],"domain_scores_gemma":[0.9969137,0.0004742133,0.001803057,0.0002085015,0.0003713097,0.0002293075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004026595,0.00003887698,0.9899962,0.00003634275,0.0001456329,0.0002146386,0.00008423875,0.000397843,0.0005977381,0.00006523324,0.00009062691,0.007929899],"study_design_scores_gemma":[0.000006521092,0.0002665828,0.9970264,0.00002040122,0.00008460013,0.0012387,0.0001550251,0.0003879642,0.0004295071,0.00008078462,0.0002897448,0.00001385673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977054,0.0007277004,0.0003832039,0.00002251147,0.000006953845,0.00001534168,0.0005567062,0.000007354916,0.0005747807],"genre_scores_gemma":[0.9988907,0.0001762335,0.0001596512,0.0000101719,0.000008769559,0.00001256438,0.0006549113,0.000004431009,0.0000825238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002215254,"threshold_uncertainty_score":0.00477159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08996732013710818,"score_gpt":0.3291256056860128,"score_spread":0.2391582855489047,"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."}}