{"id":"W4285401642","doi":"10.1016/j.ijrobp.2022.06.094","title":"Predictors of Early Polymetastatic Relapse After SABR for up to 5 Oligometastases: A Secondary Analysis of the Phase II SABR-5 Trial","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Positive Living North; University of British Columbia, Okanagan Campus; BC Cancer Agency; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"SABR volatility model; Medicine; Hazard ratio; Internal medicine; Confidence interval; Oncology; Radiation therapy","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":[0.002119185,0.0006786983,0.001172691,0.0002886312,0.0002563887,0.0008847716,0.0004155159,0.0004968802,0.001971295],"category_scores_gemma":[0.001815792,0.0002301509,0.00157882,0.0004998441,0.0002831916,0.00064696,0.0005464699,0.001107013,0.0003109394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044215,"about_ca_system_score_gemma":0.0005927942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006291173,"about_ca_topic_score_gemma":0.001667005,"domain_scores_codex":[0.9989795,0.0005485255,0.00006051199,0.0001444295,0.0001063396,0.0001607121],"domain_scores_gemma":[0.9981987,0.0005900981,0.0005617111,0.000186718,0.00008813398,0.000374641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4177453,0.002671676,0.5161034,0.0004168691,0.004626089,0.0001723976,0.0001798317,0.00277426,0.009886052,0.0001832435,0.001499132,0.04374173],"study_design_scores_gemma":[0.01620577,0.03540799,0.9388823,0.00003814016,0.002703599,0.000295955,0.0001472495,0.002193115,0.001990412,0.0002917081,0.001808234,0.00003544817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982144,0.0005563226,0.0001327177,0.00005314505,0.00001378828,0.00005646201,0.0005802723,0.000007713237,0.0003852096],"genre_scores_gemma":[0.9977964,0.0001316653,0.0001213518,0.00007056889,0.00003374334,0.000060782,0.001383375,0.000005729804,0.0003963974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002119185,"threshold_uncertainty_score":0.01120746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136502643165804,"score_gpt":0.3235040514199282,"score_spread":0.3098537871033478,"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."}}