{"id":"W4250985577","doi":"10.14310/horm.2002.1195","title":"Pituitary Hyperplasia","year":2003,"lang":"en","type":"article","venue":"HORMONES","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Hyperplasia; Lesion; Medicine; Pathology; Hormone; Differential diagnosis; Pituitary gland; Pituitary tumors; Presentation (obstetrics); Internal medicine; Radiology","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":[0.00002925488,0.00008588772,0.0001291078,0.0000378272,0.00005086395,0.000004732176,0.00002064398,0.00003598761,0.0002081863],"category_scores_gemma":[0.00002326704,0.00006230903,0.00005449663,0.00007052728,0.00002037699,0.00004379392,0.000005184362,0.0000431734,0.0002770784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001136578,"about_ca_system_score_gemma":0.00002988875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002175962,"about_ca_topic_score_gemma":0.000004147495,"domain_scores_codex":[0.9995384,0.00001051493,0.00008049222,0.000123241,0.00009570553,0.000151657],"domain_scores_gemma":[0.9997169,0.00001151815,0.00001237446,0.000151323,0.0000163418,0.00009149409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002087165,0.001054909,0.9417483,0.00004158878,0.0002428153,0.0006692358,0.000249326,0.000001529174,0.00154342,0.01127038,0.02201481,0.02095494],"study_design_scores_gemma":[0.007539416,0.001013167,0.7511433,0.00004042765,0.0003198815,0.001197576,0.0005010819,0.00003692748,0.003204213,0.0059719,0.2286529,0.0003791713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8142923,0.003871046,0.00003083737,0.0002485969,0.00008757724,0.000122599,0.000002841452,0.00005375953,0.1812905],"genre_scores_gemma":[0.9963892,0.000201276,0.0006103902,0.0003243085,0.00002663744,0.00001070939,0.00001797186,0.00001014287,0.002409427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2066381,"threshold_uncertainty_score":0.3561374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351596400455316,"score_gpt":0.2478588619993425,"score_spread":0.2343428979947893,"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."}}