{"id":"W4392756406","doi":"10.20944/preprints202403.0108.v1","title":"Radiotherapy for Metastatic Epidural Spinal Cord Compression with Increased Doses: Final Results of the RAMSES-01 Trial","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Spinal cord compression; Spinal cord; Radiation therapy; Compression (physics); Anesthesia; Surgery; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002105424,0.0006535475,0.00142231,0.0002822946,0.0001077721,0.00004069044,0.0008147662,0.0001685905,0.0004532805],"category_scores_gemma":[0.001323073,0.0004167575,0.0008146692,0.0003043047,0.0003441256,0.00005388515,0.001320897,0.001032964,0.00005063902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035184,"about_ca_system_score_gemma":0.0008886496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003442512,"about_ca_topic_score_gemma":0.00001334104,"domain_scores_codex":[0.9950586,0.0005424385,0.001411068,0.001321732,0.001184526,0.0004816617],"domain_scores_gemma":[0.9955598,0.0003979605,0.001071958,0.002429954,0.0002635038,0.0002767887],"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":[0.9544026,0.002717898,0.01087189,0.01210554,0.00467047,0.0001857574,0.0006014494,0.0003428297,0.003652802,0.0006838012,0.002869944,0.006895021],"study_design_scores_gemma":[0.4827913,0.01076134,0.3857545,0.02271968,0.0211497,0.0001402858,0.0010141,0.01155455,0.02401853,0.01506777,0.02254038,0.002487907],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812217,0.0005852897,0.001042286,0.003409657,0.001167269,0.01032962,0.00050582,0.0001567577,0.001581589],"genre_scores_gemma":[0.9895254,0.00008011147,0.006063609,0.0004405001,0.0003485771,0.001035704,0.0002858374,0.000114792,0.002105496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4716113,"threshold_uncertainty_score":0.9998284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146115686872513,"score_gpt":0.422235399297776,"score_spread":0.2076238306105248,"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."}}