{"id":"W4220857868","doi":"10.1530/eo-22-0041","title":"Pituitary carcinoma: reclassification and implications in the NET schema","year":2022,"lang":"en","type":"review","venue":"Endocrine Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Malignancy; Neuroendocrine tumors; Pathology; Carcinoma; Medicine; Neuroendocrine carcinoma; Metastasis; Pituitary tumors; Cancer; Internal medicine","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":[0.0001756648,0.0002332559,0.0009074982,0.0002005121,0.0001235604,0.000007345069,0.0001600495,0.00009237701,0.0003087933],"category_scores_gemma":[0.0000736132,0.0001482115,0.0001441823,0.0003294364,0.00006705034,0.00003161878,0.00009330635,0.000474371,0.00002118948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870638,"about_ca_system_score_gemma":0.0004616034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001593407,"about_ca_topic_score_gemma":0.00008923299,"domain_scores_codex":[0.9986018,0.0002419752,0.0003900564,0.0003797845,0.0001069857,0.0002794105],"domain_scores_gemma":[0.9988846,0.0004078927,0.0001466977,0.0004760993,0.00001199859,0.00007274422],"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":[0.00001559547,0.0005233237,0.002357965,0.0008853917,0.0000788433,0.000335898,0.0001017134,3.665199e-8,1.456088e-7,0.001460749,0.005520966,0.9887193],"study_design_scores_gemma":[0.001052319,0.00042836,0.006129229,0.000118556,0.000695731,0.00238899,0.0001176897,0.000001427748,3.324052e-8,0.000252659,0.9887032,0.0001118097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000327138,0.9741758,0.000002124996,0.002653679,0.0001095767,0.001251775,0.000048302,0.00002174975,0.02140986],"genre_scores_gemma":[0.001202836,0.994751,0.000139897,0.0003585083,0.0001183497,0.001442402,0.001391174,0.00002322649,0.0005726473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9886076,"threshold_uncertainty_score":0.604389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136311631724476,"score_gpt":0.4022001265817239,"score_spread":0.2885689634092763,"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."}}