{"id":"W4307294522","doi":"10.1016/j.ijrobp.2022.08.026","title":"Validation of the Prognostic Utility of ESTRO/EORTC Oligometastatic Disease Classification: A Secondary Analysis From the Population-Based Phase II SABR-5 Trial","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Positive Living North; University of Northern British Columbia; University of British Columbia, Okanagan Campus; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; SABR volatility model; Internal medicine; Interquartile range; Hazard ratio; Oncology; Population; Radiation therapy; Proportional hazards model; Confidence interval","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":[0.001009433,0.0001588792,0.0005402463,0.0001738153,0.0002085841,0.00001232143,0.0004102081,0.00005847029,0.000561311],"category_scores_gemma":[0.0008251586,0.0001052031,0.0006547233,0.0005987459,0.0001810885,0.0001071649,0.00008543709,0.0003710928,9.998354e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631015,"about_ca_system_score_gemma":0.001204523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064062,"about_ca_topic_score_gemma":0.000006543964,"domain_scores_codex":[0.9969434,0.000980805,0.001130605,0.0002186387,0.0006001894,0.0001263667],"domain_scores_gemma":[0.995303,0.001309986,0.002374284,0.0003511314,0.0005700815,0.00009147548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01084202,0.004424428,0.921584,0.00001343196,0.003946575,0.00001069524,0.0003240383,0.005968059,0.0004312253,0.002611586,0.0003000824,0.04954382],"study_design_scores_gemma":[0.04798376,0.003008735,0.9075447,0.00003294995,0.005705085,0.00001267142,0.0002150587,0.02448897,0.0007549708,0.008100081,0.002019597,0.0001334318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851268,0.0002930902,0.005812973,0.005563814,0.001006812,0.0006777457,0.001474486,0.000009735356,0.00003452935],"genre_scores_gemma":[0.9962543,0.00002146271,0.001010546,0.0004832381,0.0004699743,0.00005801209,0.001678726,0.00001279907,0.00001099581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04941039,"threshold_uncertainty_score":0.6145962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795269648951118,"score_gpt":0.3548955059339273,"score_spread":0.3169428094444161,"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."}}