{"id":"W3177518039","doi":"10.1016/j.ijrobp.2021.07.003","title":"Patterns of Care, Tolerability, and Safety of the First Cohort of Patients Treated on a Novel High-Field MR-Linac Within the MOMENTUM Study: Initial Results From a Prospective Multi-Institutional Registry","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute for Health and Care Research; Accuray; Royal Marsden NHS Foundation Trust; National Institute of Dental and Craniofacial Research; Elekta; Varian Medical Systems; National Cancer Institute; National Institutes of Health; Cancer Research UK; National Science Foundation","keywords":"Tolerability; Medicine; Common Terminology Criteria for Adverse Events; Magnetic resonance imaging; Adverse effect; Prospective cohort study; Radiology; Surgery; Internal medicine","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":[0.0002088877,0.000154523,0.0004207381,0.00004266915,0.00008283238,0.000008523581,0.000340587,0.00008842643,0.0000138839],"category_scores_gemma":[0.0001754239,0.0001016584,0.0001480243,0.0001042031,0.0001954776,0.0001127681,0.00009637349,0.0003250601,9.372784e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677488,"about_ca_system_score_gemma":0.0003109835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607693,"about_ca_topic_score_gemma":0.00004751583,"domain_scores_codex":[0.9983932,0.00016204,0.0008713573,0.0002125773,0.0002735095,0.00008727639],"domain_scores_gemma":[0.996373,0.0005419054,0.001793332,0.0002208707,0.001043477,0.00002742332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039624,0.00161572,0.9833549,0.000004779945,0.0007576304,0.000001560592,0.001500539,0.001469765,0.0008972372,0.005867585,0.00001328483,0.00347736],"study_design_scores_gemma":[0.008897996,0.001350753,0.9389899,0.0001285099,0.0001112072,0.000002605371,0.0004144957,0.0005300313,0.04686882,0.002400421,0.0001862472,0.0001189749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779254,0.00002698841,0.01880032,0.000362286,0.0005618108,0.0004388239,0.001792751,0.000005986437,0.00008562768],"genre_scores_gemma":[0.998043,0.00001976997,0.001387848,0.00007627811,0.0003132125,0.00001698455,0.0001272803,0.00001033732,0.00000529862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04597159,"threshold_uncertainty_score":0.414551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273908879871832,"score_gpt":0.3078468941668304,"score_spread":0.2951078053681121,"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."}}