{"id":"W4414239523","doi":"10.3390/cells14181450","title":"The Pituitary Immune Environment and Immunotherapy: From Hypophysitis to Pituitary Neuroendocrine Tumors","year":2025,"lang":"en","type":"review","venue":"Cells","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Alberta","funders":"University of Alberta","keywords":"Hypophysitis; Neuroendocrine tumors; Immune system; Tumor microenvironment; Pituitary tumors; Neuroendocrinology; Pituitary gland; Immune checkpoint","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002943113,0.0004903635,0.0007535625,0.001297369,0.000206366,0.0007545455,0.0003769089,0.0007911311,0.002414452],"category_scores_gemma":[0.0005762441,0.0001354889,0.0004520183,0.001194836,0.000325357,0.000783656,0.0004603031,0.001335864,0.0008264793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640741,"about_ca_system_score_gemma":0.0008831019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009024041,"about_ca_topic_score_gemma":0.001713761,"domain_scores_codex":[0.9998572,0.00002839733,0.00002373489,0.00002349198,0.00004972157,0.00001749796],"domain_scores_gemma":[0.9997937,0.000110614,0.00002747888,0.000004955304,0.00004695287,0.00001629772],"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":[0.0001115804,0.00006471579,0.0004777464,0.01856984,0.0001242969,0.0005081595,0.00009855611,0.0003678892,0.002229299,0.003551294,0.034619,0.9392775],"study_design_scores_gemma":[0.00002244037,0.0001307461,0.001911103,0.005726499,0.0001588264,0.004684746,0.0001178861,0.0001356654,0.0007169232,0.002691939,0.9836839,0.00001933699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001844775,0.9982367,0.00009276323,0.0003920941,0.0002414867,0.000002625028,0.00001382782,0.000005075824,0.000830881],"genre_scores_gemma":[0.001323412,0.9973813,0.0001308365,0.0003324939,0.0003103068,0.000004141815,0.0000314553,0.000001467131,0.0004845668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002414452,"threshold_uncertainty_score":0.008077204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105622894850476,"score_gpt":0.2548250835163058,"score_spread":0.2442627940312582,"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."}}