{"id":"W2058740466","doi":"10.1227/01.neu.0000349930.66434.82","title":"KI-67 IN PITUITARY NEOPLASMS","year":2009,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Jarislowsky Foundation","keywords":"Medicine; Ki-67; Pituitary adenoma; Pituitary tumors; Adenoma; Pathology; Pituitary gland; Internal medicine; Oncology; Immunohistochemistry; Hormone","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001164802,0.000533601,0.002259011,0.0005235058,0.0000407005,0.00001957643,0.0001110351,0.0003245715,0.0001353365],"category_scores_gemma":[0.0000917303,0.0004001895,0.0007553171,0.0004757017,0.00003325561,0.00007337421,0.00003925247,0.0005292612,0.0003373038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000768206,"about_ca_system_score_gemma":0.0003333487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003959812,"about_ca_topic_score_gemma":0.00001105206,"domain_scores_codex":[0.9978241,0.0001087943,0.0007061235,0.0005956251,0.000275752,0.0004896578],"domain_scores_gemma":[0.9988202,0.000233727,0.0001650009,0.000550665,0.00001717693,0.0002131659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003038178,0.0005468742,0.003336755,0.003499938,0.00005336059,0.004920217,0.000006938067,3.858807e-7,6.230342e-8,0.000008952333,0.008180263,0.9794159],"study_design_scores_gemma":[0.0006814557,0.0001630099,0.003281243,0.006450749,0.0005545061,0.0005964076,0.000001572276,0.000002026133,1.05231e-7,0.00006123825,0.9879122,0.0002954937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004442437,0.9905444,6.962887e-7,0.00008937175,0.0006122945,0.0007297393,0.00003786417,0.00008767775,0.007453656],"genre_scores_gemma":[0.0001778802,0.9969625,0.00002804372,0.0007724554,0.0001806545,0.00007103555,0.0004165713,0.00006924779,0.001321629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9797319,"threshold_uncertainty_score":0.999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894503167909294,"score_gpt":0.3254194284709203,"score_spread":0.2764743967918274,"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."}}