{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006230661,0.0006569194,0.001716492,0.0001361182,0.0002755472,0.00004673759,0.0002912003,0.0000838917,0.0001514104],"category_scores_gemma":[0.00001434808,0.0004125656,0.0005086787,0.0001698351,0.0001052035,0.0000454213,0.0002696909,0.0003630967,0.0003271312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109177,"about_ca_system_score_gemma":0.0001611488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004243652,"about_ca_topic_score_gemma":0.00000586137,"domain_scores_codex":[0.9977802,0.0001252242,0.000635888,0.0006974696,0.0002708526,0.0004903584],"domain_scores_gemma":[0.9981762,0.0004119311,0.0001511112,0.001029524,0.0000127984,0.0002185023],"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":[0.00007428932,0.000219863,0.00002125014,0.001601886,0.0007431765,0.0006882021,0.00004050505,7.004721e-7,0.00003207064,0.00001149917,0.003022849,0.9935437],"study_design_scores_gemma":[0.001144725,0.0003367261,0.0005146278,0.004284801,0.001258621,0.00006563371,0.00002896421,0.000001197858,0.00004014537,0.0001900742,0.9917867,0.0003477688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005824933,0.9951973,0.00001127567,0.0003660359,0.0004282212,0.001878712,0.0003572607,0.00004779898,0.001130924],"genre_scores_gemma":[0.0001558495,0.992659,0.0001570657,0.0005026255,0.0001539605,0.0002521026,0.0005502923,0.00007426037,0.005494835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.993196,"threshold_uncertainty_score":0.9998326,"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."}}