{"id":"W2066645223","doi":"10.1385/ep:15:2:159","title":"Pituitary Pathology in Erdheim–Chester Disease","year":2004,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Jarislowsky Foundation","keywords":"Medicine; Pituitary stalk; Diabetes insipidus; Anterior pituitary; Prolactin; Pathology; Pituitary gland; Endocrinology; Hyaline; Hypopituitarism; Internal medicine; Hypothalamic disease; Hyperplasia; Immunohistochemistry; Median eminence; Posterior pituitary; Hypothalamus; Hormone; Hypogonadotropic hypogonadism","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":[],"consensus_categories":[],"category_scores_codex":[0.00006355847,0.0001921078,0.0003634476,0.0001944242,0.00003890891,0.000004124797,0.00007509079,0.00005698551,0.000243728],"category_scores_gemma":[0.0001190944,0.000167927,0.00009231843,0.0001532793,0.0001476531,0.00005119051,0.00006090633,0.0002001171,0.0004756674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243783,"about_ca_system_score_gemma":0.000149021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005409123,"about_ca_topic_score_gemma":0.00006868507,"domain_scores_codex":[0.9987097,0.00005313002,0.0002757349,0.0004059157,0.0001105288,0.0004449845],"domain_scores_gemma":[0.9993144,0.00002759574,0.00004161517,0.0003867731,0.00002815244,0.0002014318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001196172,0.004537565,0.5994275,0.0001645952,0.000106635,0.3553925,0.001358765,0.0002190502,0.00155143,0.01162948,0.0008847747,0.0235316],"study_design_scores_gemma":[0.01758381,0.0009158597,0.9519727,0.00008814075,0.0001844366,0.005165691,0.000146178,0.0000194704,0.0003298675,0.01259764,0.01066317,0.0003330723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867463,0.001151004,0.0002041448,0.004425043,0.0002600478,0.0003520214,0.00001736157,0.00007401077,0.006770136],"genre_scores_gemma":[0.9954214,0.0001191848,0.001345773,0.001747539,0.00007635947,0.00009626559,0.00009838306,0.00002847848,0.001066628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3525452,"threshold_uncertainty_score":0.6847863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231245265424942,"score_gpt":0.2789370346330599,"score_spread":0.2666245819788105,"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."}}