{"id":"W2800715507","doi":"10.1093/neuros/nyy178","title":"Stereotactic Radiosurgery for Acromegaly: An International Multicenter Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Medicine; Radiosurgery; Acromegaly; Retrospective cohort study; Multicenter study; MEDLINE; Medical physics; Radiology; Internal medicine; Radiation therapy; Growth hormone; Randomized controlled trial","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":[0.0002502927,0.0001946244,0.0003910363,0.000167037,0.0001360177,0.00005293435,0.00008838883,0.00005190436,0.0002540496],"category_scores_gemma":[0.0002552782,0.0001623301,0.0001571826,0.0001243701,0.00006803668,0.0003312208,0.00003343887,0.00009970935,0.00004820406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008459596,"about_ca_system_score_gemma":0.00004654565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004973274,"about_ca_topic_score_gemma":0.00002060569,"domain_scores_codex":[0.9985131,0.00005132613,0.0002997923,0.0005196276,0.0003165131,0.0002996145],"domain_scores_gemma":[0.9989632,0.000118945,0.0001020556,0.0004239556,0.0002200793,0.0001717806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030547,0.002336937,0.9933183,0.000007361939,0.000339897,0.0001586665,0.0001598372,2.187344e-7,0.0001640809,0.00000999679,0.00179531,0.0006788967],"study_design_scores_gemma":[0.003247048,0.001214649,0.9923032,0.00001394902,0.0001745729,0.00004887884,0.00006653913,0.0003298596,0.0001164231,0.00004277665,0.002304088,0.0001380087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938327,0.00001507303,0.00004163914,0.0002073182,0.002437942,0.001182639,0.00005289145,0.0000965076,0.002133275],"genre_scores_gemma":[0.9973834,0.00001778867,0.00009111167,0.0008341451,0.0006046836,0.0001455994,0.00009869985,0.00004079519,0.0007838347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003550627,"threshold_uncertainty_score":0.661963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359093974188853,"score_gpt":0.3106389606075203,"score_spread":0.2870480208656318,"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."}}