{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244732,0.0002108714,0.001400301,0.000634933,0.00005009241,0.00001517735,0.0000852419,0.0001656626,0.0001288477],"category_scores_gemma":[0.001515074,0.0001350119,0.0008984343,0.0008031661,0.0001583335,0.0001408113,0.0000328349,0.0004007957,0.000004962607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001683561,"about_ca_system_score_gemma":0.0001305504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007079636,"about_ca_topic_score_gemma":0.0000316748,"domain_scores_codex":[0.9971294,0.0004373636,0.001306591,0.0002924809,0.0005481508,0.0002859959],"domain_scores_gemma":[0.996973,0.001506428,0.0005114704,0.0002214498,0.0002189681,0.0005687297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003214533,0.001514714,0.9868544,0.00001922333,0.001359321,0.001820511,0.00001636607,0.00002140842,0.00003718973,0.000004567939,0.0009762844,0.004161461],"study_design_scores_gemma":[0.003348886,0.003836076,0.9894853,0.00001215184,0.002032698,0.000232777,0.0000223224,0.0002051491,0.00007106817,0.000111137,0.0005480414,0.00009438075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965113,0.001456083,0.0001817792,0.001033442,0.000548891,0.0001407534,0.00002141582,0.00001509344,0.00009125988],"genre_scores_gemma":[0.9983516,0.0006602284,0.0002791261,0.0004655402,0.0001534579,0.000002462712,0.00001745514,0.00001114661,0.00005899156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00406708,"threshold_uncertainty_score":0.5505626,"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."}}