{"id":"W4400811773","doi":"10.1093/neuonc/noae133","title":"Risk of new tumor, carotid stenosis, and stroke after stereotactic radiosurgery for pituitary tumor: A multicenter study of 2254 patients with imaging follow-up","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"Institut Servier; Servier; Hospices Civils de Lyon","keywords":"Radiosurgery; Medicine; Stenosis; Internal medicine; Stroke (engine); Radiology; Cardiology; 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":[0.0007415719,0.0003759647,0.00060228,0.0008252394,0.0004391414,0.0006011961,0.0004169506,0.0004254766,0.0007991026],"category_scores_gemma":[0.001385983,0.0004575549,0.0007971259,0.001149175,0.0003387593,0.0003774051,0.0003522126,0.0003396122,0.000183694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004001477,"about_ca_system_score_gemma":0.0002541896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00582616,"about_ca_topic_score_gemma":0.003932044,"domain_scores_codex":[0.9993549,0.0001726784,0.00007350055,0.0002337757,0.00009741011,0.000067712],"domain_scores_gemma":[0.9987096,0.0001889823,0.0006520968,0.0001575292,0.0001018466,0.0001901097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000183027,0.00002114776,0.9990053,0.000004479856,0.0001211638,0.00007372681,0.00004648136,0.00003234282,0.0001306848,0.000004522944,0.0000281496,0.0003490705],"study_design_scores_gemma":[0.00002879998,0.000249624,0.9988052,0.000003278196,0.0001130023,0.0004072525,0.00009139207,0.0001391905,0.00005771837,0.00000762132,0.00009252584,0.000004346065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995814,0.0001359739,0.0000441486,0.000008181551,0.000001623668,0.000004120338,0.0001397787,0.000002059909,0.00008258323],"genre_scores_gemma":[0.9995683,0.00006679037,0.00003500872,0.00001048411,0.000006192196,0.00000583816,0.0002633194,0.000001482423,0.00004254785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00582616,"threshold_uncertainty_score":0.01158446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010623595207145,"score_gpt":0.259128630144173,"score_spread":0.2490223941921015,"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."}}