{"id":"W4296713569","doi":"10.1503/cjs.019821","title":"Lymph node mapping in gastric cancer: a pilot study in Western patients","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lymph node; Indocyanine green; Lymphadenectomy; Perioperative; Gastrectomy; Surgery; Laparoscopy; Cancer; Adenocarcinoma; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004260726,0.0002863969,0.0002828074,0.0003716613,0.0005437834,0.0003424212,0.0001470045,0.0002507491,0.000959713],"category_scores_gemma":[0.0009044192,0.0001953043,0.0002017609,0.0004769399,0.0004880769,0.0002819626,0.0003473452,0.0003594305,0.0002555377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003355408,"about_ca_system_score_gemma":0.0004925374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005705123,"about_ca_topic_score_gemma":0.006474032,"domain_scores_codex":[0.9998218,0.00006322428,0.0000128492,0.00003343532,0.00002794335,0.00004070485],"domain_scores_gemma":[0.9996426,0.00007588563,0.00007882297,0.00003025987,0.00003729521,0.0001351967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001044911,0.0005737171,0.9904974,0.00002889105,0.00002205634,0.0008820262,0.0006630301,0.00004775191,0.001555823,0.00002438259,0.00009524346,0.004564681],"study_design_scores_gemma":[0.0002293722,0.00968977,0.9840222,0.00001675861,0.00006846487,0.002915157,0.001504899,0.0002531112,0.0005477108,0.00003668622,0.0007006772,0.00001519342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996372,0.00006245101,0.00003435784,0.00000958867,0.000001602299,0.00002074426,0.00001962666,0.000001027623,0.0002134673],"genre_scores_gemma":[0.9993999,0.0001401282,0.0001708527,0.0000680306,0.00001271845,0.00003462374,0.00007146926,0.000001469986,0.000100823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005705123,"threshold_uncertainty_score":0.01134384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06155222568740747,"score_gpt":0.2619236994837583,"score_spread":0.2003714737963508,"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."}}