{"id":"W2889703115","doi":"10.1093/dote/doy089.ps01.144","title":"PS01.144: LYMPH NODE YIELDS AFTER ESOPHAGECTOMY: IMPACT OF APPROACH TO SURGERY AND USE OF NEOADJUVANT THERAPIES","year":2018,"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 of Toronto","funders":"","keywords":"Medicine; Esophageal cancer; Lymph node; Esophagectomy; Chemoradiotherapy; Neoadjuvant therapy; Induction chemotherapy; Adenocarcinoma; Lymph; Surgery; Cancer; General surgery; Chemotherapy; Oncology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001145894,0.0001434976,0.000202199,0.0004895945,0.0001853445,0.0004137649,0.0002670965,0.000145721,0.004682269],"category_scores_gemma":[0.00484999,0.00007334403,0.0005088571,0.0009445903,0.0003481544,0.0004246532,0.0002945985,0.0002922431,0.0003375048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273586,"about_ca_system_score_gemma":0.0004133774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819465,"about_ca_topic_score_gemma":0.004176572,"domain_scores_codex":[0.9994432,0.000180735,0.00009342774,0.00007157343,0.0001441805,0.00006687335],"domain_scores_gemma":[0.9955209,0.002083156,0.001739131,0.00008872036,0.0002755453,0.0002924634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003993453,0.000006002025,0.9933608,0.00005500705,0.00004837976,0.0002145252,0.00003514912,0.00004743885,0.0001728103,0.00001338606,0.000150256,0.005496914],"study_design_scores_gemma":[0.00000597397,0.0001825233,0.9981403,0.0000311931,0.00006788456,0.0007845052,0.0001601355,0.00006445042,0.0001186913,0.00002800973,0.0004143565,0.000001996839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921728,0.004855498,0.0001603467,0.0001492115,0.00002605215,0.0000107128,0.0008278579,0.000005094689,0.001792524],"genre_scores_gemma":[0.998903,0.0005286888,0.00005232976,0.00002943153,0.00002326894,0.000004437698,0.0002868675,0.000003404238,0.000168524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004682269,"threshold_uncertainty_score":0.01566374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785050987874333,"score_gpt":0.3067125860038332,"score_spread":0.2788620761250899,"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."}}