{"id":"W3141565645","doi":"10.1016/j.prro.2019.06.016","title":"Radiation Therapy for Pancreatic Cancer: Executive Summary of an ASTRO Clinical Practice Guideline","year":2019,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"LEO Pharma Research Foundation; Aldeyra Therapeutics; BTG; Bayer Fund; Elekta; Seattle Genetics; Varian Medical Systems; American Society for Radiation Oncology; RefleXion Medical; National Cancer Institute; AbbVie; Halozyme; Sanofi; Merck; Celgene; Bayer; AstraZeneca; Bristol-Myers Squibb; American Society of Clinical Oncology; Boston Scientific Corporation; Array BioPharma; American Cancer Society","keywords":"Medicine; Guideline; Radiation therapy; Medical physics; Pancreatic cancer; Multidisciplinary approach; Radiation treatment planning; Intensive care medicine; Oncology; Cancer; Radiology; Internal medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003974039,0.0001905758,0.001079508,0.0001702982,0.00007510749,0.00001237693,0.000119423,0.0004853472,0.0006246663],"category_scores_gemma":[0.01200113,0.0001631818,0.000179018,0.0002489781,0.0002006789,0.0005239521,0.00003260617,0.000527092,0.00006653703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004397774,"about_ca_system_score_gemma":0.002750408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001797038,"about_ca_topic_score_gemma":0.00001274076,"domain_scores_codex":[0.996293,0.00105829,0.001287175,0.000493494,0.0004455419,0.0004224709],"domain_scores_gemma":[0.9889002,0.008576345,0.0008413395,0.0004255787,0.0009596553,0.000296824],"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":[0.02728863,0.004990456,0.2693107,0.0001413131,0.001256903,0.00005244995,0.0004854892,0.00003796416,0.00183526,0.004928234,0.07443767,0.6152349],"study_design_scores_gemma":[0.01373723,0.01517706,0.08140606,0.00003721532,0.0007982934,0.000131039,0.0005822182,0.02970881,0.0004199363,0.0003704601,0.8574417,0.0001900117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8473644,0.003825666,0.01495729,0.07946813,0.001700601,0.007576407,0.000120049,0.000135429,0.04485198],"genre_scores_gemma":[0.5006176,0.04155232,0.4166253,0.02877185,0.00411612,0.001586874,0.001429119,0.0001691347,0.005131708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.783004,"threshold_uncertainty_score":0.9963212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07982658523964246,"score_gpt":0.5236246703435562,"score_spread":0.4437980851039137,"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."}}