{"id":"W2774407912","doi":"10.1111/his.13295","title":"What's new in pituitary pathology?","year":2017,"lang":"en","type":"review","venue":"Histopathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Pituitary adenoma; Pathology; Hypophysitis; Cyst; Thyroid; Medicine; Craniopharyngioma; Neuroendocrinology; Pituitary gland; Pituitary disease; Hypopituitarism; Pituitary disorder; Biology; Adenoma; Hormone; Internal medicine; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001934395,0.0005164629,0.002940018,0.0004944566,0.00009554634,0.0000277038,0.0002961183,0.0007549752,0.0002000106],"category_scores_gemma":[0.0001139192,0.0004047104,0.0005334349,0.0001028111,0.0001813809,0.0001933978,0.0001237104,0.0006031467,0.000750269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420383,"about_ca_system_score_gemma":0.0008419906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042518,"about_ca_topic_score_gemma":0.0001663332,"domain_scores_codex":[0.9978551,0.0001558718,0.0006163823,0.0007468973,0.0001275625,0.0004981902],"domain_scores_gemma":[0.9981976,0.00005827553,0.0003304588,0.001170665,0.00002180278,0.0002212501],"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":[0.00002534939,0.0002268357,0.0004567572,0.0022534,0.00001729684,0.02296162,0.0001036944,1.869925e-8,1.284044e-7,0.00008066572,0.003106829,0.9707674],"study_design_scores_gemma":[0.001496271,0.0002861479,0.002709955,0.005294899,0.0008952948,0.00585029,0.00001547465,1.75234e-7,1.898997e-8,0.0004837064,0.9826756,0.0002922043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003970322,0.989488,0.000006221543,0.0002569279,0.002053547,0.000844127,0.00001607628,0.00005397004,0.007241435],"genre_scores_gemma":[0.00001540069,0.9849187,0.0002373953,0.0002733308,0.0003241954,0.0001119854,0.0004822085,0.00006502408,0.01357183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795687,"threshold_uncertainty_score":0.9998405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115980382068732,"score_gpt":0.3917877136440201,"score_spread":0.2758073315752881,"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."}}