{"id":"W4389776001","doi":"10.1093/neuonc/noad215","title":"Stereotactic radiosurgery for nonfunctioning pituitary tumor: A multicenter study of new pituitary hormone deficiency","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Institut Servier; Servier; Hospices Civils de Lyon","keywords":"Medicine; Interquartile range; Radiosurgery; Hazard ratio; Hypopituitarism; Confidence interval; Internal medicine; Pituitary tumors; Nuclear medicine; Urology; Radiation therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002325925,0.0002654041,0.0007149499,0.0003852629,0.0001597053,0.000009212944,0.0001203144,0.00009835557,0.00005691722],"category_scores_gemma":[0.0002889102,0.0002265562,0.0002014015,0.0004666442,0.0000568269,0.0001404339,0.00008810987,0.0002152583,0.00007584324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186507,"about_ca_system_score_gemma":0.0003598544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002779769,"about_ca_topic_score_gemma":0.00008284613,"domain_scores_codex":[0.9979774,0.0001062754,0.0005746768,0.0005258119,0.0002834169,0.0005324673],"domain_scores_gemma":[0.9983865,0.0006626661,0.0002006226,0.0004079812,0.00009643171,0.0002458245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009956426,0.01573383,0.8034189,0.0002818749,0.001054505,0.004857961,0.007555509,0.0002403506,0.0337197,0.0000404463,0.07731552,0.04582492],"study_design_scores_gemma":[0.07283911,0.05009619,0.8187609,0.00009427289,0.002424492,0.0007149911,0.009624347,0.002806325,0.0006475025,0.0004559487,0.04078883,0.0007471287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994373,0.0005849675,0.000103399,0.0009378978,0.0009722149,0.001748946,0.0000206719,0.0001603258,0.001098633],"genre_scores_gemma":[0.9978626,0.0001214769,0.0002436556,0.001084798,0.0001940277,0.000165902,0.00007463792,0.00004940557,0.0002035183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06288268,"threshold_uncertainty_score":0.9238693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862930551718622,"score_gpt":0.3120743884343426,"score_spread":0.2734450829171564,"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."}}