{"id":"W4387208024","doi":"10.1016/j.ijrobp.2023.06.2410","title":"Conventionally Fractionated vs. Hypofractionated Radiotherapy for Treatment of Unresectable Pancreatic Cancer: Local Control and Survival Outcomes in a Retrospective Single-Institutional Analysis","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Cohort; Retrospective cohort study; Radiation therapy; Dose fractionation; Pancreatic cancer; Chemotherapy; Internal medicine; Cancer; Overall survival; Oncology; Gastroenterology; Surgery","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":[0.0009011226,0.0003272531,0.0005431227,0.0007002935,0.0003005398,0.0008077286,0.0004586208,0.0004174628,0.001025713],"category_scores_gemma":[0.001496626,0.0002718667,0.001318063,0.001344332,0.0004354155,0.0005473347,0.0005064534,0.0004330626,0.0001618449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006335974,"about_ca_system_score_gemma":0.0004421179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625538,"about_ca_topic_score_gemma":0.003697148,"domain_scores_codex":[0.999402,0.0001558655,0.00006873434,0.0001796651,0.00008105112,0.0001126132],"domain_scores_gemma":[0.9989555,0.0002447008,0.0004705359,0.0001434791,0.0000663413,0.0001195276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005490243,0.0001223904,0.9866344,0.00003265025,0.0007113203,0.0001705359,0.0001177589,0.0005298064,0.001433038,0.00005062007,0.0001640938,0.004543322],"study_design_scores_gemma":[0.0001325536,0.001049532,0.9958644,0.00001016112,0.0006425066,0.0005057102,0.000399715,0.000583302,0.0003949895,0.00008249511,0.0003181606,0.00001640953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992989,0.0003036862,0.00007540542,0.000009518979,0.000003351491,0.000005073004,0.0001699376,0.000002095218,0.0001319687],"genre_scores_gemma":[0.999492,0.00008652117,0.00004714404,0.00001487777,0.000007645102,0.000004403959,0.0002935824,0.000004162766,0.00004951653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002625538,"threshold_uncertainty_score":0.005220473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406955053454123,"score_gpt":0.3877020013509504,"score_spread":0.3536324508164091,"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."}}