{"id":"W4402137083","doi":"10.1093/dote/doae057.140","title":"382. NUMBER OF LYMPH NODES RESECTED IS ASSOCIATED WITH OVERALL SURVIVAL IN PATHOLOGICALLY NODE-NEGATIVE ESOPHAGEAL CANCER","year":2024,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Esophageal cancer; Lymph node; Lymph; Oncology; Internal medicine; Cancer; 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":[0.0005570169,0.0001458238,0.0001753847,0.0004775661,0.000151347,0.0004198182,0.0002716157,0.0002644801,0.003033823],"category_scores_gemma":[0.00235969,0.0001150044,0.0003830783,0.0004616776,0.0002386857,0.0002968427,0.0002628108,0.0003520022,0.0003409817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492456,"about_ca_system_score_gemma":0.0001783538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304991,"about_ca_topic_score_gemma":0.00170431,"domain_scores_codex":[0.9998129,0.00005623276,0.0000273184,0.00003728008,0.00003865267,0.00002773627],"domain_scores_gemma":[0.9979253,0.0007389038,0.0007507779,0.00008805675,0.0001347506,0.0003621353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001205416,0.000006699249,0.9989154,0.000007294137,0.0000201099,0.00003465564,0.000006433248,0.00003922245,0.000147451,0.0000049525,0.00004702737,0.0006501829],"study_design_scores_gemma":[0.000003596518,0.00007497577,0.9991964,0.000004543416,0.0000326379,0.0001943435,0.00003593132,0.0002270538,0.00006243347,0.00002362356,0.0001428672,0.000001723204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983453,0.0006170387,0.0000877744,0.00006083481,0.00001110163,0.000002492008,0.0004498789,0.00000450653,0.000421014],"genre_scores_gemma":[0.9994587,0.00006930486,0.00004312957,0.000009703594,0.000008717161,0.000001782732,0.0002790057,0.000001443799,0.0001282279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033823,"threshold_uncertainty_score":0.01014912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927006938672809,"score_gpt":0.3254638042614899,"score_spread":0.3061937348747618,"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."}}