{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872962,0.0004599162,0.0004440175,0.0004540613,0.0003773659,0.0003903128,0.000325846,0.000231221,0.0007099339],"category_scores_gemma":[0.001580955,0.0002966894,0.0007281406,0.0005419579,0.0003792551,0.0003362129,0.0003823983,0.0003959641,0.0001539976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938651,"about_ca_system_score_gemma":0.0004281258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530598,"about_ca_topic_score_gemma":0.001206522,"domain_scores_codex":[0.9992386,0.0003527064,0.00005805982,0.0001755458,0.0001171585,0.00005788395],"domain_scores_gemma":[0.9979825,0.0002991351,0.001087136,0.0001853856,0.0001577882,0.0002881219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002966195,0.0002871726,0.9904772,0.00003139957,0.0004123829,0.0003093944,0.0002270453,0.000111252,0.001865894,0.00002228351,0.0001068272,0.003182842],"study_design_scores_gemma":[0.0003365109,0.00263002,0.9938319,0.000008240077,0.0002448243,0.001640317,0.0001845287,0.0003021349,0.0003894739,0.00002031674,0.0004009106,0.00001079679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995837,0.0002183489,0.00004984292,0.0000151211,0.000001736193,0.00001376783,0.00006127341,0.000001130569,0.00005515209],"genre_scores_gemma":[0.9996011,0.0001022046,0.00006447332,0.00001098396,0.0000095394,0.00001191539,0.0001645313,0.000001928235,0.00003337904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001872962,"threshold_uncertainty_score":0.009905279,"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."}}