{"id":"W2775790492","doi":"10.1002/cam4.1274","title":"Medical management of gastric cancer: a 2017 update","year":2017,"lang":"en","type":"review","venue":"Cancer Medicine","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Cancer; Oncology; Radiation therapy; Randomized controlled trial; Immunotherapy; Internal medicine; Clinical trial; Targeted therapy; Chemotherapy; Intensive care 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007379533,0.0008065482,0.0049602,0.0006989178,0.0001323804,0.00001693684,0.001177653,0.0004123044,0.006882157],"category_scores_gemma":[0.0001125445,0.0005437585,0.0007111091,0.0006332769,0.0006156325,0.00008012309,0.0004441375,0.0007916081,0.00007674572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005528918,"about_ca_system_score_gemma":0.001124775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005926922,"about_ca_topic_score_gemma":0.00006024106,"domain_scores_codex":[0.995097,0.00007020295,0.001493572,0.0008669691,0.001767319,0.0007048977],"domain_scores_gemma":[0.995853,0.00008355523,0.001562362,0.001710679,0.0001778357,0.0006125839],"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":[0.00004231215,0.00004863602,0.0001721492,0.06381673,0.002004249,0.0006846609,0.00002152771,1.535037e-7,3.632675e-8,0.0002061625,0.1142031,0.8188003],"study_design_scores_gemma":[0.00255679,0.0001595617,0.0003436437,0.1312284,0.01193839,0.0001107019,0.0000288724,0.000004896083,1.834663e-7,0.00001497971,0.8533034,0.0003101832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002773509,0.9745954,0.00006647063,0.003786636,0.002852426,0.001810092,0.00008381701,0.00008168738,0.01672065],"genre_scores_gemma":[0.00001413174,0.9791677,0.0001172176,0.0005863275,0.002475406,0.0007859209,0.0002084416,0.0001071177,0.01653774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8184901,"threshold_uncertainty_score":0.9997014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325353585529432,"score_gpt":0.4484151931628167,"score_spread":0.3158798346098735,"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."}}