{"id":"W3006881742","doi":"10.3171/2019.12.jns192836","title":"Early versus late Gamma Knife radiosurgery for Cushing’s disease after prior resection: results of an international, multicenter study","year":2020,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Pituitary adenoma; Radiosurgery; Cushing's disease; Hazard ratio; Surgery; Hypopituitarism; Endocrine system; Incidence (geometry); Adenoma; Confidence interval; Internal medicine; Disease; Radiation therapy; Hormone","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":[0.003046502,0.0005994656,0.0004604367,0.0004111173,0.0002540193,0.0006114799,0.0003696118,0.000427295,0.0008313523],"category_scores_gemma":[0.003656305,0.0002584994,0.001010973,0.00057461,0.0004091946,0.0004829061,0.000297588,0.000480918,0.0001595072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744617,"about_ca_system_score_gemma":0.0003178674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606868,"about_ca_topic_score_gemma":0.00189027,"domain_scores_codex":[0.9990169,0.0004617706,0.00008381349,0.0002237468,0.0001156471,0.00009815512],"domain_scores_gemma":[0.9959948,0.00118526,0.001878112,0.0003276259,0.0001957643,0.0004184417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.023759,0.0006589916,0.9639015,0.00007920915,0.001584859,0.0001594518,0.0002388021,0.0001657462,0.001135926,0.00001986719,0.0001436105,0.00815314],"study_design_scores_gemma":[0.0007924943,0.003911521,0.9930685,0.00002244141,0.0008357801,0.0003396789,0.0001538663,0.000257863,0.0002361137,0.00001525852,0.0003523598,0.0000141923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985895,0.001058615,0.00007040266,0.00002229567,0.000006853291,0.00000955922,0.00008436556,0.000002395057,0.0001559919],"genre_scores_gemma":[0.9992903,0.000287959,0.00007704269,0.00002837571,0.0000273272,0.000007357276,0.000221135,0.000003010162,0.00005746041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003046502,"threshold_uncertainty_score":0.01611161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744701341163454,"score_gpt":0.3111914238573837,"score_spread":0.2637444104457491,"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."}}