{"id":"W4224998937","doi":"10.1002/jso.26880","title":"Current and future strategies for radiation therapy in gastric cancer","year":2022,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiation therapy; Multidisciplinary approach; Cancer; Medical physics; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005079805,0.000175506,0.001646346,0.0004760092,0.00002807774,0.00001496938,0.00009134883,0.0001379407,0.0005138888],"category_scores_gemma":[0.000008945452,0.0001135549,0.0003941808,0.0003265998,0.00003073379,0.00006744065,0.00002776957,0.000654388,3.452284e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006075527,"about_ca_system_score_gemma":0.001202005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006348024,"about_ca_topic_score_gemma":0.000005198006,"domain_scores_codex":[0.9986376,0.000132839,0.0007126153,0.0001392163,0.0001982151,0.0001795097],"domain_scores_gemma":[0.9986882,0.0003823564,0.0007350978,0.0000635356,0.00004500752,0.00008576015],"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":[0.0002699048,0.0001204325,0.0001456591,0.002353089,0.0001476373,0.0001986344,0.00003815835,0.000001336351,1.294743e-8,0.0001919536,0.003223869,0.9933093],"study_design_scores_gemma":[0.003373681,0.001585559,0.0003010017,0.0005893296,0.0005136266,0.0005214007,0.00009834858,0.000001816037,5.055749e-9,0.00005236964,0.9928819,0.00008098817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009631284,0.9959588,0.000007070666,0.001363721,0.001582643,0.0005957764,0.000009174338,0.000003559535,0.0003829221],"genre_scores_gemma":[0.000008510975,0.9970989,0.00005615073,0.00006331986,0.002593749,0.00008955973,0.00001716303,0.00001537967,0.00005726354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9932283,"threshold_uncertainty_score":0.5626722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08423266609977438,"score_gpt":0.4233428623758509,"score_spread":0.3391101962760765,"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."}}