{"id":"W4406695571","doi":"10.3390/neurolint17020016","title":"Pituitary Spindle Cell Oncocytoma: More than a Grade 1 Tumor?","year":2025,"lang":"en","type":"article","venue":"Neurology International","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North; NOSM University","funders":"","keywords":"Medicine; Hypervascularity; Vascularity; Optic chiasm; Radiation therapy; Pituitary gland; Craniopharyngioma; Hypopituitarism; Oncocytoma; Pituitary tumors; Radiology; Surgery; Pathology; Internal medicine; Immunohistochemistry","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":[0.00003314978,0.0001283674,0.0001712301,0.0001792885,0.00005344874,0.000007826939,0.0001393773,0.00007603631,0.0002287881],"category_scores_gemma":[0.00002412551,0.0001096091,0.00009860777,0.00008918394,0.00006752006,0.00005146822,0.00006679197,0.0002145476,0.00009335309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002715411,"about_ca_system_score_gemma":0.00008950085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009475814,"about_ca_topic_score_gemma":0.00002678025,"domain_scores_codex":[0.9991893,0.00002024877,0.0001626562,0.0002727239,0.0001734968,0.0001816422],"domain_scores_gemma":[0.9996362,0.00003959343,0.00003962212,0.0001755861,0.00004674427,0.00006223389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008087005,0.00140364,0.970704,0.00002460948,0.0002455041,0.001723848,0.00008994718,0.00001892182,0.000701986,0.001737547,0.02171738,0.0008239613],"study_design_scores_gemma":[0.006278209,0.0006590473,0.9525099,0.00001908968,0.0001135904,0.0003489247,0.00003399478,0.0008431057,0.001152048,0.002509871,0.03541686,0.0001153833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217152,0.0002399143,0.0000654414,0.01788613,0.001033764,0.0001654917,0.00002422232,0.00006466633,0.05880515],"genre_scores_gemma":[0.9840571,0.00002774057,0.0001146721,0.01259531,0.0001118264,0.0000287535,0.000118309,0.000009491714,0.00293684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06234184,"threshold_uncertainty_score":0.4469731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00967935103327651,"score_gpt":0.2835515715848794,"score_spread":0.2738722205516029,"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."}}