{"id":"W2036568532","doi":"10.1007/s12022-014-9347-2","title":"Null Cell Adenomas of the Pituitary Gland: an Institutional Review of Their Clinical Imaging and Behavioral Characteristics","year":2014,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Cavernous sinus; Null cell; Medicine; Pituitary adenoma; Magnetic resonance imaging; Pathological; Immunohistochemistry; Adenoma; Transsphenoidal surgery; Pathology; Histology; Internal medicine; Radiology; Biology; Cell culture","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":[0.001436901,0.0001887703,0.0002470338,0.002706254,0.0006056129,0.0006202718,0.0004540549,0.0002830966,0.001388247],"category_scores_gemma":[0.00379674,0.0001886159,0.0001999786,0.002636839,0.0004189802,0.0005272412,0.0007064584,0.0002120681,0.0003752047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005572814,"about_ca_system_score_gemma":0.002079156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889829,"about_ca_topic_score_gemma":0.005073195,"domain_scores_codex":[0.9992179,0.0001788928,0.0001991017,0.00008218854,0.0002051318,0.0001168583],"domain_scores_gemma":[0.9957547,0.001295341,0.001330487,0.0003049936,0.000957348,0.000357055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002531583,0.0001116727,0.9002663,0.0005323123,0.0000825721,0.02493081,0.00107852,0.0001254118,0.004702652,0.0005329344,0.006000166,0.06138341],"study_design_scores_gemma":[0.00001918384,0.0001261373,0.9050117,0.00057815,0.0001239315,0.06488905,0.003513571,0.0001559715,0.001909816,0.0001409362,0.02349826,0.00003314427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410568,0.03703005,0.001542793,0.00157663,0.00009142404,0.0003589674,0.004818139,0.00006416127,0.0134609],"genre_scores_gemma":[0.968212,0.02511339,0.001858084,0.0007626012,0.000105725,0.0001344288,0.002606092,0.00002401296,0.001183657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002889829,"threshold_uncertainty_score":0.007599175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400299409124117,"score_gpt":0.3272237165231284,"score_spread":0.3032207224318872,"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."}}