{"id":"W3098799104","doi":"10.1186/s13014-020-01710-4","title":"A pilot study of stereotactic boost for malignant epidural spinal cord compression: clinical significance and initial dosimetric evaluation","year":2020,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"Hamilton Health Sciences","keywords":"Medicine; Spinal cord compression; Quality of life (healthcare); Ambulatory; Radiosurgery; Adverse effect; Regimen; Radiation therapy; Decompression; Malignancy; Surgery; Spinal cord; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001181006,0.0006780715,0.0006182854,0.0004209011,0.0005095704,0.0002893754,0.0006320971,0.0006580289,0.002206161],"category_scores_gemma":[0.001329128,0.000203163,0.0006444333,0.0003284593,0.000762381,0.0003163295,0.0003294959,0.0006616378,0.000641513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092254,"about_ca_system_score_gemma":0.0009298442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697107,"about_ca_topic_score_gemma":0.001783131,"domain_scores_codex":[0.9995403,0.0002023417,0.00003855184,0.00007068575,0.0000858177,0.00006221919],"domain_scores_gemma":[0.9991412,0.0002573624,0.0000893863,0.0001645054,0.0001170079,0.0002306485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.108183,0.309316,0.09078928,0.001469153,0.0006890083,0.02997452,0.003258304,0.005605178,0.2890461,0.0006056734,0.001962241,0.1591014],"study_design_scores_gemma":[0.009562903,0.9063064,0.05568659,0.00001845152,0.0001877402,0.006155299,0.0003138608,0.001604895,0.01840378,0.0001197223,0.00160697,0.00003349041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974177,0.0001530895,0.0006126947,0.00005338256,0.00001494764,0.001094372,0.0001255178,0.00002531394,0.0005029868],"genre_scores_gemma":[0.9974846,0.000189858,0.001036057,0.00008316485,0.00004954944,0.0005222593,0.0002108853,0.000009019924,0.0004146406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206161,"threshold_uncertainty_score":0.007380307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.256926699287266,"score_gpt":0.4907279067865632,"score_spread":0.2338012074992972,"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."}}