{"id":"W4398756928","doi":"10.2196/58194","title":"¬3-session vs 5-session dose-fractionation of stereotactic radiosurgery in Glomus Jugulare: Protocol for a Randomized Clinical Trial (Preprint)","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiosurgery; Session (web analytics); Preprint; Randomized controlled trial; Medicine; Protocol (science); Medical physics; Computer science; Radiology; Surgery; World Wide Web; Radiation therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02533908,0.005386261,0.007414694,0.001843797,0.002606909,0.003389384,0.002565813,0.006694338,0.0576889],"category_scores_gemma":[0.0275383,0.002096515,0.003668831,0.002004392,0.002774787,0.002481389,0.001627779,0.006317653,0.01484528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395344,"about_ca_system_score_gemma":0.009018677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102533,"about_ca_topic_score_gemma":0.002119505,"domain_scores_codex":[0.9805872,0.01192998,0.002401898,0.001564098,0.001991272,0.001525574],"domain_scores_gemma":[0.9881258,0.003588847,0.002904915,0.001782077,0.002199376,0.001399069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9298514,0.01501245,0.0004791837,0.008047004,0.001039647,0.0001373666,0.0002185285,0.001214137,0.00340931,0.002439821,0.0140127,0.02413845],"study_design_scores_gemma":[0.9304791,0.03559796,0.001185261,0.001095089,0.0004010577,0.00004172152,0.00006434909,0.001058719,0.0009875892,0.001875895,0.02714535,0.00006788566],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002105694,0.0001759206,0.0008651007,0.0001745504,0.0004520097,0.9943197,0.0008263264,0.0000923906,0.0009883823],"genre_scores_gemma":[0.002452144,0.0001153054,0.001709068,0.0002291544,0.00007803973,0.9946268,0.0001781798,0.000008001074,0.0006034002],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0576889,"threshold_uncertainty_score":0.1929886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3221457528445969,"score_gpt":0.6156539871811856,"score_spread":0.2935082343365887,"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."}}