{"id":"W4404651563","doi":"10.1007/s12022-024-09841-0","title":"Multilineage Pituitary Neuroendocrine Tumors Expressing TPIT and SF1: A Clinicopathological Series of Six Tumors","year":2024,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Biology; Immunohistochemistry; Transcription factor; Hormone; Lineage (genetic); Hypopituitarism; Internal medicine; Lineage markers; Cancer research; Neuroendocrine differentiation; Endocrinology; Pathology; Gene; Medicine; Immunology; Cancer; Phenotype; Genetics","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":[0.0001227064,0.0003462425,0.0007896856,0.0002465948,0.00008328541,0.00002081559,0.0001011332,0.0000484753,0.0001560865],"category_scores_gemma":[0.0002786829,0.0002599693,0.0001828734,0.0002060183,0.0004095594,0.0001771009,0.0001584365,0.0003692865,0.00003247945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001786389,"about_ca_system_score_gemma":0.00007574752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003536668,"about_ca_topic_score_gemma":0.00001255853,"domain_scores_codex":[0.9978484,0.0001366525,0.0006370363,0.0006800219,0.0001859238,0.0005119534],"domain_scores_gemma":[0.9990718,0.0002154652,0.00008897149,0.0003785615,0.00004808571,0.0001970662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002049011,0.001893694,0.6044326,0.001401366,0.0002062716,0.2907813,0.001066388,0.0000209858,0.04672106,0.002417456,0.001662236,0.04734765],"study_design_scores_gemma":[0.01273045,0.009283023,0.7960842,0.001220791,0.0008731441,0.1241767,0.001157087,0.001533839,0.03758188,0.003538751,0.01077789,0.001042336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877515,0.008285873,0.0001062611,0.001270819,0.0003374654,0.000392262,0.00008112709,0.000230493,0.001544239],"genre_scores_gemma":[0.995415,0.0008003086,0.002203974,0.0003149865,0.0001588842,0.00005019664,0.00009757726,0.00004617302,0.0009128666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916515,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346650188121947,"score_gpt":0.30739407676968,"score_spread":0.2839275748884605,"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."}}