{"id":"W4400472728","doi":"10.1016/j.ijrobp.2024.06.033","title":"Ablative Radiation Therapy to Restrain Everything Safely Treatable (ARREST): A Phase 1 Study of Stereotactic Ablative Radiation Therapy for Polymetastatic Disease","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Niagara Health System; London Health Sciences Centre; Western University","funders":"London Health Sciences Foundation","keywords":"Ablative case; SABR volatility model; Radiation therapy; Medicine; Radiosurgery; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001402762,0.0003804313,0.0008093324,0.000751647,0.0001087911,0.00009664043,0.0003662515,0.0001112144,0.000131274],"category_scores_gemma":[0.0009573635,0.0003286031,0.0003777883,0.0005298686,0.0001067533,0.0008343128,0.0000417009,0.0003666871,0.00001501463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000831894,"about_ca_system_score_gemma":0.001117418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004885257,"about_ca_topic_score_gemma":0.000003049313,"domain_scores_codex":[0.9964191,0.0006738154,0.001389132,0.0004916919,0.0006902265,0.0003360788],"domain_scores_gemma":[0.9956835,0.001526582,0.001331894,0.0002949809,0.0008205182,0.000342545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01921692,0.008718658,0.04491624,0.0001188117,0.008534992,0.0002520756,0.01471853,0.002520007,0.005066313,0.005192806,0.002217712,0.8885269],"study_design_scores_gemma":[0.2480356,0.08433928,0.3564785,0.001484634,0.006997863,0.0001699024,0.009202533,0.1357723,0.01010395,0.05614043,0.08869096,0.002584058],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529603,0.002774967,0.03401681,0.004236435,0.002289801,0.002995552,0.0005017178,0.00006979205,0.0001546945],"genre_scores_gemma":[0.993964,0.0009460387,0.002079789,0.001068663,0.001166378,0.0001754582,0.0003763461,0.00007061432,0.0001527066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8859429,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347986365457287,"score_gpt":0.3992953460042641,"score_spread":0.3558154823496913,"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."}}