{"id":"W3116041649","doi":"10.1016/j.brachy.2020.11.010","title":"Review of brachytherapy complications – Upper gastrointestinal tract","year":2020,"lang":"en","type":"review","venue":"Brachytherapy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Esophagus; Esophageal cancer; Gastrointestinal tract; Radiology; Pancreas; Stomach; Adverse effect; Radiation therapy; Surgery; Cancer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002988,0.0006235315,0.003800793,0.0001821398,0.00006347205,0.000009686463,0.0003431198,0.0002152598,0.0009071392],"category_scores_gemma":[0.0001526711,0.0004662584,0.001416379,0.0006415481,0.0001781345,0.00005840164,0.00003778627,0.0008629714,0.0004126363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007128732,"about_ca_system_score_gemma":0.0005708383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005351092,"about_ca_topic_score_gemma":4.578619e-7,"domain_scores_codex":[0.9970009,0.0002996126,0.001354223,0.0006732093,0.0002923648,0.0003796909],"domain_scores_gemma":[0.9974238,0.0003053389,0.0008930275,0.0008950803,0.0002059744,0.0002768249],"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":[0.00002067883,0.000338358,0.0001315638,0.1130702,0.0001011783,0.0001808846,0.00001914085,1.487575e-8,0.000007721041,0.0003060036,0.004759766,0.8810645],"study_design_scores_gemma":[0.0004325701,0.0007983027,0.0004419236,0.1562769,0.0006387506,0.009674042,0.000001904431,0.000001599765,0.000001163464,0.00004425827,0.8314458,0.0002428777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000166652,0.9933167,0.0003581489,0.00202484,0.00009848189,0.002034195,0.0001612185,0.0001216715,0.001883089],"genre_scores_gemma":[0.000002111592,0.9856935,0.00458597,0.007935615,0.0004461987,0.0002431894,0.000580971,0.0001313593,0.0003811121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8808216,"threshold_uncertainty_score":0.9997789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06763184488651419,"score_gpt":0.3859701044837242,"score_spread":0.31833825959721,"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."}}