{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005322805,0.0006051573,0.0009896981,0.002448543,0.0003709201,0.001527634,0.0006544009,0.001203775,0.003642455],"category_scores_gemma":[0.001177521,0.0002375019,0.0005089568,0.002328648,0.0007912872,0.002843406,0.0007028305,0.00181605,0.001782301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284626,"about_ca_system_score_gemma":0.001639756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832388,"about_ca_topic_score_gemma":0.003343953,"domain_scores_codex":[0.999805,0.00003086088,0.00003545648,0.00003118555,0.0000768653,0.00002063005],"domain_scores_gemma":[0.9994093,0.0002733336,0.00007569094,0.00002135763,0.0001659496,0.00005436772],"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":[0.00006808716,0.00003050708,0.0003364905,0.01880335,0.00008726712,0.0007031678,0.000180558,0.0002431329,0.001330182,0.005675448,0.05937148,0.9131704],"study_design_scores_gemma":[0.000006731222,0.00003604312,0.0006810593,0.00390218,0.00005601646,0.003539212,0.0001606905,0.00004252519,0.0001824203,0.002701796,0.9886745,0.00001694781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006479349,0.9974056,0.0000689747,0.001054905,0.0006100544,0.000001454571,0.00001276844,0.000005676238,0.0007758517],"genre_scores_gemma":[0.0005981625,0.9973503,0.0001413651,0.0006510617,0.0007908662,0.000001985881,0.00001958658,0.000001803687,0.0004448391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003642455,"threshold_uncertainty_score":0.01218528,"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."}}