{"id":"W1901079694","doi":"10.1007/s12022-015-9398-z","title":"The Complementary Role of Transcription Factors in the Accurate Diagnosis of Clinically Nonfunctioning Pituitary Adenomas","year":2015,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Corticotropic cell; Pituitary adenoma; Immunohistochemistry; Transcription factor; Internal medicine; Cushing's disease; Medicine; Somatotropic cell; Endocrinology; Thyrotropic cell; Adenoma; Hormone; Biology; Pathology; Cancer research; Pituitary gland; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130189,0.0006427143,0.001004986,0.002259543,0.0004670686,0.001844321,0.0006849049,0.0009653443,0.002176297],"category_scores_gemma":[0.006157149,0.0003511913,0.0006454459,0.000883603,0.001156238,0.001510668,0.000667692,0.001529284,0.0008534669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007995078,"about_ca_system_score_gemma":0.0007874374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479565,"about_ca_topic_score_gemma":0.002073159,"domain_scores_codex":[0.9988762,0.0002975673,0.0001185143,0.000177377,0.0004194578,0.0001108799],"domain_scores_gemma":[0.9958152,0.002314524,0.0003882496,0.0003698399,0.0008754572,0.0002366072],"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":[0.005075942,0.0002429448,0.2046922,0.001206561,0.0002529346,0.01008952,0.0008302332,0.00132422,0.3196361,0.00575659,0.004253834,0.4466389],"study_design_scores_gemma":[0.0004846799,0.002856957,0.4131677,0.001392385,0.001576127,0.1133735,0.004193188,0.01843018,0.3119178,0.03784669,0.09444852,0.0003123628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6111403,0.260263,0.06290033,0.01785605,0.00289776,0.000184125,0.001676742,0.0007602057,0.04232145],"genre_scores_gemma":[0.9264882,0.02757838,0.04027759,0.001174339,0.001851616,0.00005914663,0.0004660527,0.00008123671,0.002023522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002259543,"threshold_uncertainty_score":0.0112657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04920129933238413,"score_gpt":0.3239469536395205,"score_spread":0.2747456543071364,"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."}}