{"id":"W2005236094","doi":"10.1227/01.neu.0000223437.51435.6e","title":"Pathobiology of Pituitary Adenomas and Carcinomas","year":2006,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Adenoma; Prolactin; Medicine; Pituitary adenoma; Pathology; Proliferating cell nuclear antigen; Lesion; Hormone; 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":[0.00003819629,0.0000951172,0.000248106,0.00007735039,0.00002786939,0.000002353825,0.00001855105,0.00005016826,0.00003295063],"category_scores_gemma":[0.00001739465,0.00007509525,0.0000632654,0.00006799756,0.00007318343,0.0000294425,0.00001999036,0.00005204081,0.000005345251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004839701,"about_ca_system_score_gemma":0.00002610232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034676,"about_ca_topic_score_gemma":0.000008175088,"domain_scores_codex":[0.9994022,0.00002205316,0.0001809633,0.0001742013,0.00006857896,0.0001519496],"domain_scores_gemma":[0.9996697,0.00006749903,0.00004468887,0.0001452409,0.00001998807,0.00005292461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008067168,0.0001887576,0.991897,0.00003447921,0.0000119688,0.0003094242,0.000009526433,0.000001025557,0.004903703,0.0001615472,0.001508119,0.0008937769],"study_design_scores_gemma":[0.0008201978,0.0002078583,0.9957318,0.00001184663,0.00004818084,0.000172924,0.000008676409,0.00001423553,0.0009028371,0.000453689,0.001568402,0.00005929849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918289,0.002475681,0.000005873005,0.0002335581,0.0001298238,0.0001035914,0.00001745639,0.00002436767,0.005180727],"genre_scores_gemma":[0.9991095,0.00009490492,0.00006369226,0.0002491505,0.00005777863,0.000005290341,0.00004385952,0.00001041838,0.0003653824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007280601,"threshold_uncertainty_score":0.3062295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090695363646495,"score_gpt":0.2188050698025887,"score_spread":0.2078981161661237,"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."}}