{"id":"W2121455177","doi":"10.1007/s11864-010-0136-y","title":"Gastric Cancer Surgery: An American Perspective on the Current Options and Standards","year":2011,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Cancer; Lymphadenectomy; Population; Gastrectomy; General surgery; Surgery; Disease; Natural history; Stage (stratigraphy); 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":[0.0005266403,0.0006088645,0.002074096,0.001031847,0.000191111,0.00003504302,0.0001679953,0.0001052655,0.0003000016],"category_scores_gemma":[0.0001443126,0.000369895,0.0005041583,0.001053388,0.0004177427,0.00006578115,0.00008784841,0.0006644128,0.0000277598],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044188,"about_ca_system_score_gemma":0.002421703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004301547,"about_ca_topic_score_gemma":0.0007987803,"domain_scores_codex":[0.9972365,0.0004914916,0.0006723573,0.0007687643,0.000332938,0.000497961],"domain_scores_gemma":[0.9979136,0.0005795563,0.0004733947,0.0006029097,0.0002231914,0.0002073558],"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":[0.00005566791,0.001633665,0.0008038735,0.0004955062,0.0003377551,0.00001592463,0.0002724543,0.000001506887,4.149552e-9,0.006413697,0.00285135,0.9871186],"study_design_scores_gemma":[0.0007072608,0.001323077,0.001886193,0.00293563,0.002705425,0.00002958132,0.0003403859,0.000006637666,1.753991e-8,0.00008607026,0.9897168,0.0002629041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000226716,0.9931553,0.00002601857,0.0007799432,0.001521352,0.002380068,0.0004496735,0.00006625688,0.001394642],"genre_scores_gemma":[0.0001579289,0.9958583,0.0000909642,0.00003397296,0.0004357057,0.002947967,0.0002074002,0.00004904158,0.000218792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9868655,"threshold_uncertainty_score":0.9998753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1827243606532679,"score_gpt":0.4851509649850032,"score_spread":0.3024266043317353,"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."}}