{"id":"W4310380218","doi":"10.1016/j.prro.2022.09.007","title":"Magnetic Resonance-Guided Adaptive Radiation Therapy for Prostate Cancer: The First Results from the MOMENTUM study—An International Registry for the Evidence-Based Introduction of Magnetic Resonance-Guided Adaptive Radiation Therapy","year":2022,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; Medical Research Council; Manchester Biomedical Research Centre; ZonMw; Royal Marsden NHS Foundation Trust; Department of Health and Social Care; Accuray; National Institute for Health and Care Research; National Institutes of Health; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Rosetrees Trust; European Commission; Elekta; Prostate Cancer UK; Cancer Research UK; Medical College of Wisconsin; American Society of Clinical Oncology","keywords":"Medicine; Magnetic resonance imaging; Prostate cancer; Radiation therapy; Medical physics; Prostate; Cancer; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007409155,0.0005643527,0.0007195299,0.001112683,0.0005111853,0.001600701,0.0006417292,0.000517211,0.001721784],"category_scores_gemma":[0.009884274,0.0003773466,0.0006657953,0.00295073,0.0003988656,0.0009277438,0.001570169,0.0005133313,0.0004997465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008801093,"about_ca_system_score_gemma":0.001592568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315626,"about_ca_topic_score_gemma":0.005987006,"domain_scores_codex":[0.9955194,0.002432078,0.0003763842,0.000453211,0.0009622443,0.0002566299],"domain_scores_gemma":[0.9858417,0.002387664,0.006556748,0.0023217,0.001842704,0.001049477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008348415,0.0003798809,0.9693355,0.000219991,0.0005208452,0.00006400161,0.000200048,0.0002093652,0.0005343382,0.0001256873,0.003521533,0.01654036],"study_design_scores_gemma":[0.003305,0.00267969,0.9846482,0.0001559486,0.0007182028,0.0002216798,0.0002248832,0.0003439983,0.0003242669,0.00005870178,0.007283607,0.00003582391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722801,0.003439013,0.001196465,0.0002918822,0.0000523322,0.0008538497,0.01917684,0.00007281887,0.002636684],"genre_scores_gemma":[0.9742561,0.001064919,0.001130601,0.0002532719,0.00009693616,0.0006647083,0.02191615,0.00003067732,0.0005866025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007409155,"threshold_uncertainty_score":0.03918386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08698139714160201,"score_gpt":0.383196561397733,"score_spread":0.296215164256131,"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."}}