{"id":"W145530375","doi":"10.1007/978-1-4614-8739-5_9","title":"Gastric Cancer: Partial, Subtotal, and Total Gastrectomies/Lymph Node Dissection for Gastric Malignancies","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Dissection (medical); Cancer; Gastrectomy; Lymph node; General surgery; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003952395,0.0006736138,0.0004568306,0.0006259654,0.0002018925,0.0007320431,0.0006028331,0.000561563,0.01211952],"category_scores_gemma":[0.0006365775,0.0001895612,0.0003948281,0.0009045308,0.0003923302,0.001228888,0.000709383,0.001516233,0.003786915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007804891,"about_ca_system_score_gemma":0.001219322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266336,"about_ca_topic_score_gemma":0.01155299,"domain_scores_codex":[0.9998938,0.00002317123,0.000006879043,0.00001437145,0.00004837051,0.00001333974],"domain_scores_gemma":[0.9998926,0.00004067676,0.00001406383,0.000004337733,0.00002003098,0.00002834266],"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":[0.00005093483,0.00007797188,0.0006040115,0.0006156184,0.00001687926,0.0001412562,0.000144834,0.0008127016,0.000432561,0.007939548,0.3277124,0.6614512],"study_design_scores_gemma":[0.00002666826,0.0001230322,0.004945388,0.001839683,0.00002726914,0.002421289,0.0002824287,0.0004001352,0.0001839812,0.01596235,0.9737653,0.00002237911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005117899,0.7429008,0.006712205,0.01717778,0.008845003,0.0001010862,0.0005746238,0.0003401327,0.2182305],"genre_scores_gemma":[0.02535594,0.6625093,0.01529888,0.01664128,0.01133618,0.0001942465,0.001384463,0.0001858276,0.2670939],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01211952,"threshold_uncertainty_score":0.04054385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215684436406223,"score_gpt":0.2548134030974857,"score_spread":0.2326565587334235,"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."}}