{"id":"W2761810592","doi":"10.1007/s11102-017-0844-4","title":"Predictors of silent corticotroph adenoma recurrence; a large retrospective single center study and systematic literature review","year":2017,"lang":"en","type":"review","venue":"Pituitary","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Corticotropic cell; Retrospective cohort study; Cavernous sinus; Single Center; Pituitary adenoma; Immunostaining; Internal medicine; Magnetic resonance imaging; Cohort; Adenoma; Adrenocorticotropic hormone; Context (archaeology); Gastroenterology; Pituitary gland; Radiology; Hormone; Immunohistochemistry; Biology","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":[0.0003134869,0.0006660062,0.004836526,0.0002252148,0.000133852,0.00004014264,0.0002522432,0.0002294916,0.00003897172],"category_scores_gemma":[0.0003698866,0.000417734,0.0006217372,0.0002225468,0.00007816229,0.0001394818,0.00018795,0.0004582846,0.00002075466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715656,"about_ca_system_score_gemma":0.0001466846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001135838,"about_ca_topic_score_gemma":0.00001165332,"domain_scores_codex":[0.9968786,0.0002965932,0.001209007,0.0007119574,0.0005164727,0.0003873725],"domain_scores_gemma":[0.9972852,0.00008162698,0.001022092,0.001198773,0.0001765958,0.0002356691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003157857,0.003768142,0.02135382,0.9458435,0.002575316,0.001010275,0.000455095,1.284254e-9,3.775368e-8,0.00000809368,0.001488021,0.02346612],"study_design_scores_gemma":[0.001990423,0.002246085,0.003445213,0.9299548,0.01434563,0.000726034,0.00007360981,6.585992e-7,3.178654e-8,0.00001523138,0.04684127,0.0003610215],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002977545,0.9900236,0.000001118765,0.00002227189,0.0004261848,0.007680482,0.0007631708,0.00003671627,0.0007486679],"genre_scores_gemma":[0.003718729,0.9946263,0.00001888849,0.00005093019,0.0001352761,0.000430306,0.0006401071,0.00005638172,0.0003231159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04535324,"threshold_uncertainty_score":0.9998274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106060543517569,"score_gpt":0.336264825988748,"score_spread":0.2952042205535723,"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."}}