{"id":"W2332279505","doi":"10.1586/17446651.2016.1153422","title":"Aggressive Pituitary Tumors or Localized Pituitary Carcinomas: Defining Pituitary Tumors","year":2016,"lang":"en","type":"article","venue":"Expert Review of Endocrinology & Metabolism","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Pituitary tumors; Medicine; Pituitary gland; Pituitary neoplasm; Cancer research; Pathology; Internal medicine; Hormone","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":[0.001393664,0.0007366539,0.001360807,0.002004906,0.000410185,0.001601346,0.001091921,0.001454802,0.0009583023],"category_scores_gemma":[0.001992855,0.0001616415,0.0004225443,0.001937378,0.002816104,0.001910541,0.001066706,0.002236232,0.0009678966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008986069,"about_ca_system_score_gemma":0.001626286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721073,"about_ca_topic_score_gemma":0.004132455,"domain_scores_codex":[0.9992843,0.0001947233,0.0001207017,0.0001142197,0.0001987323,0.00008741934],"domain_scores_gemma":[0.9987594,0.000357292,0.0003843374,0.00003701494,0.0003201713,0.0001418684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005149181,0.0001499974,0.03679335,0.01204793,0.0002306857,0.0132094,0.002292008,0.0006825683,0.01789997,0.05057308,0.109292,0.756314],"study_design_scores_gemma":[0.0000850476,0.0003356779,0.05175143,0.007492377,0.0002702995,0.1330197,0.004633937,0.000722673,0.003311635,0.03700956,0.7612112,0.0001565326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0113303,0.956259,0.004456174,0.01289625,0.002394451,0.00006126398,0.000208245,0.00004634735,0.01234797],"genre_scores_gemma":[0.1216592,0.8361183,0.0148135,0.01334747,0.007987455,0.0001035516,0.0007995262,0.00004634486,0.005124601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002721073,"threshold_uncertainty_score":0.007370472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964348605587574,"score_gpt":0.3124507222624522,"score_spread":0.2928072362065764,"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."}}