{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692321,0.0001705171,0.00175563,0.0004636263,0.00001879862,0.000003216886,0.0001347992,0.0001035011,0.0002876872],"category_scores_gemma":[0.002350774,0.00009395299,0.0003804474,0.001704999,0.0003766943,0.00005258169,0.00004076805,0.0002043268,2.732326e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000972851,"about_ca_system_score_gemma":0.0006382855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003904028,"about_ca_topic_score_gemma":0.0003172261,"domain_scores_codex":[0.9958059,0.001161442,0.001990948,0.0003370564,0.0005551215,0.0001495904],"domain_scores_gemma":[0.9948944,0.003162761,0.00107802,0.0005018939,0.0002225851,0.0001403533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1320995,0.0114413,0.8468422,0.0002002841,0.006875944,0.000006894902,0.00008000267,0.0003697209,0.000004085684,0.00006287589,0.00004164997,0.001975442],"study_design_scores_gemma":[0.1015969,0.0203842,0.8681034,0.0001173711,0.007175405,4.698083e-8,0.00004338137,0.002371657,0.00001092504,0.000009433255,0.0001118956,0.00007541318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971664,0.00008678995,0.0002009934,0.0007009007,0.0001124967,0.001359494,0.0002780227,0.00001609552,0.00007879427],"genre_scores_gemma":[0.998524,0.0000086315,0.0006462468,0.0004439087,0.00002827544,0.00002681505,0.0002606276,0.00001719853,0.00004430008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03050264,"threshold_uncertainty_score":0.3831292,"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."}}