{"id":"W3160128359","doi":"10.3389/fonc.2021.628155","title":"Magnetic Resonance Guided Radiation Therapy for Pancreatic Adenocarcinoma, Advantages, Challenges, Current Approaches, and Future Directions","year":2021,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Context (archaeology); Medicine; Medical physics; Clinical trial; 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":[0.005725741,0.0005397458,0.0009083526,0.00361773,0.0004535174,0.002679566,0.0007647747,0.001585866,0.002583382],"category_scores_gemma":[0.008263352,0.0002511284,0.0008600062,0.002882296,0.001309879,0.003998058,0.0007848967,0.002010999,0.0008141346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336397,"about_ca_system_score_gemma":0.003552818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016778,"about_ca_topic_score_gemma":0.002981883,"domain_scores_codex":[0.9985391,0.0004767444,0.0003419066,0.000140382,0.0004321311,0.00006979054],"domain_scores_gemma":[0.9924044,0.004775148,0.001090693,0.0001328787,0.001397862,0.0001990492],"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":[0.0001822037,0.00007155262,0.001426595,0.03549169,0.0001347564,0.0005429091,0.0003411321,0.0003948313,0.001496256,0.005898255,0.02067108,0.9333487],"study_design_scores_gemma":[0.00004231494,0.0005585436,0.005851224,0.07363789,0.0007066897,0.007052874,0.001779163,0.000524246,0.00124943,0.01863296,0.8898574,0.0001072713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004049869,0.9923667,0.0003085854,0.005270017,0.0004732589,0.000009757284,0.00001979988,0.000012044,0.001134872],"genre_scores_gemma":[0.003535473,0.9921179,0.001034226,0.001818354,0.001112246,0.0000146434,0.00003333574,0.000006009271,0.0003278546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005725741,"threshold_uncertainty_score":0.03028095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240215879263318,"score_gpt":0.4018875623459537,"score_spread":0.2778659744196219,"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."}}