{"id":"W4390947313","doi":"10.1016/j.clon.2024.01.007","title":"Predictors of Quality of Life Decline in Patients with Oligometastases treated with Stereotactic Ablative Radiotherapy: Analysis of the Population-Based SABR-5 Phase II Trial","year":2024,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC; University of Northern British Columbia; BC Cancer Foundation; Positive Living North; University of British Columbia, Okanagan Campus; BC Cancer Agency; Kelowna General Hospital; Surrey Memorial Hospital; University of British Columbia","funders":"","keywords":"Medicine; SABR volatility model; Confidence interval; Interquartile range; Odds ratio; Quality of life (healthcare); Population; Radiation therapy; Internal medicine; Surgery","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":[0.001993767,0.0005478653,0.001160843,0.0002841062,0.0002987686,0.0009066552,0.0004529039,0.0005876194,0.0008264501],"category_scores_gemma":[0.002731621,0.0002561258,0.001375507,0.000736136,0.0004510724,0.0005993733,0.0004950943,0.001018916,0.0001154722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903116,"about_ca_system_score_gemma":0.0005194069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627856,"about_ca_topic_score_gemma":0.002385411,"domain_scores_codex":[0.9990079,0.0006047679,0.0000580152,0.0001384767,0.00009497154,0.00009604138],"domain_scores_gemma":[0.9983911,0.0005037091,0.000677196,0.00009675887,0.00006648662,0.0002647157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1277549,0.002024047,0.8456748,0.0001755857,0.004328008,0.00006693526,0.0001361285,0.001067479,0.001750492,0.00007863544,0.0008749486,0.01606796],"study_design_scores_gemma":[0.0101942,0.01368914,0.9719456,0.0000192181,0.001503187,0.0001129823,0.0001300721,0.00143484,0.0002529287,0.0001621626,0.0005321935,0.00002342096],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989408,0.0005050151,0.00004440934,0.00006335112,0.000008978623,0.00002846454,0.0002639449,0.000002917237,0.0001423361],"genre_scores_gemma":[0.9989743,0.0001734121,0.0000526787,0.00006077111,0.00002619795,0.00003272857,0.0005893804,0.000001973375,0.00008850649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001993767,"threshold_uncertainty_score":0.01054412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06890601772643393,"score_gpt":0.4347247324174384,"score_spread":0.3658187146910045,"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."}}