{"id":"W3122551414","doi":"10.1200/jco.2021.39.3_suppl.192","title":"Lymph node mapping in gastric cancer: A pilot study in Western patients.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lymphadenectomy; Lymph node; Indocyanine green; Gastrectomy; Lymph; Lymphatic system; Adenocarcinoma; Cancer; Surgery; Stomach; Dissection (medical); Radiology; Internal medicine; Pathology","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":[0.0006255935,0.0004994698,0.0003884668,0.000472948,0.0006255953,0.0003772585,0.0002292178,0.0004281262,0.001729932],"category_scores_gemma":[0.0009104134,0.0003193634,0.0003329295,0.0005455568,0.0005779812,0.0004428287,0.0004853515,0.0004452626,0.000641957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211657,"about_ca_system_score_gemma":0.00040532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926569,"about_ca_topic_score_gemma":0.001984969,"domain_scores_codex":[0.9997714,0.00008791453,0.00001925547,0.00005059177,0.00002929706,0.00004149724],"domain_scores_gemma":[0.9996217,0.0001089089,0.00007459708,0.0000403735,0.00004174943,0.0001126047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003676062,0.003385987,0.9756063,0.00009950521,0.00005600939,0.002405299,0.001276055,0.0001049449,0.004907593,0.00003329675,0.000202088,0.008246806],"study_design_scores_gemma":[0.0007502277,0.03447318,0.9527686,0.00002619741,0.0001327902,0.00714653,0.002021262,0.0004694001,0.001127908,0.0000506474,0.001005263,0.0000280562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995371,0.00009055797,0.00005279923,0.000009968832,0.000002056553,0.0000560359,0.00004611665,0.000001847342,0.0002036775],"genre_scores_gemma":[0.9990805,0.0001838994,0.0002269231,0.00007941409,0.00002016757,0.0001008987,0.0001674869,0.000002775085,0.0001379711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001926569,"threshold_uncertainty_score":0.005787194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711873995264754,"score_gpt":0.4581420166387653,"score_spread":0.2869546171122899,"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."}}