{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266809,0.0003377264,0.0004917843,0.0001166204,0.0009031194,0.00008211614,0.0004434624,0.0001283528,0.0002763424],"category_scores_gemma":[0.002456464,0.0002082088,0.0002099988,0.0004851632,0.0002736005,0.0004398888,0.00006257596,0.0004712266,0.000002766789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069695,"about_ca_system_score_gemma":0.001496831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652414,"about_ca_topic_score_gemma":0.0002831034,"domain_scores_codex":[0.9958522,0.0009835692,0.001049003,0.0008732702,0.0008277916,0.000414121],"domain_scores_gemma":[0.9889364,0.008261526,0.001146949,0.0008688244,0.0006842049,0.000102071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05312848,0.002926462,0.01857969,0.00001210174,0.0004243335,0.0000091958,0.007293656,0.006001473,0.0001997992,0.001481295,0.07969287,0.8302506],"study_design_scores_gemma":[0.02065216,0.01890029,0.244964,0.00003686685,0.0003971315,0.0000123314,0.002103164,0.05398001,0.0008142265,0.0005291877,0.6573881,0.0002225349],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2463171,0.08945487,0.0009232767,0.6267648,0.004329513,0.02864661,0.003310116,0.0001253558,0.0001283055],"genre_scores_gemma":[0.9198366,0.04831226,0.0008116137,0.004694983,0.002560245,0.02268057,0.0007797012,0.000068649,0.0002554023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8300281,"threshold_uncertainty_score":0.8490509,"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."}}