{"id":"W4386315683","doi":"10.1093/dote/doad052.042","title":"176. NON-REGIONAL LYMPHADENOPATHY IN PATIENTS WITH ESOPHAGEAL CANCER TREATED WITH CURATIVE INTENT: A PROPENSITY MATCHED ANALYSIS OF PATHOLOGICAL AND SURVIVAL OUTCOMES","year":2023,"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":"Royal Victoria Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Esophageal cancer; Supraclavicular lymph nodes; Neoadjuvant therapy; Adenocarcinoma; Surgery; Perioperative; Cancer; Esophagectomy; Lymph node; Internal medicine; Radiology; Breast cancer","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":[0.0006485487,0.0001461618,0.0002701544,0.0005374372,0.0002122171,0.0003886503,0.0002400677,0.0002706453,0.001458742],"category_scores_gemma":[0.001534347,0.0001569994,0.0005976685,0.0007044748,0.0001867252,0.0003122128,0.000300541,0.0002643812,0.0002141171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177229,"about_ca_system_score_gemma":0.0002263459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008595049,"about_ca_topic_score_gemma":0.0009216145,"domain_scores_codex":[0.999535,0.0001182579,0.00006897043,0.000149703,0.00006887932,0.00005919766],"domain_scores_gemma":[0.9991711,0.000140686,0.0004628936,0.00008804502,0.0000391543,0.00009816504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004874522,0.00003286882,0.997823,0.00001016246,0.0001402008,0.00009515799,0.00001794373,0.00008538429,0.0002560529,0.0000266743,0.00006017225,0.0009649115],"study_design_scores_gemma":[0.00004532805,0.000369931,0.9975841,0.00000483536,0.0001158108,0.0004762158,0.0001034444,0.0008281129,0.000148191,0.00007451185,0.0002446598,0.000004865154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991965,0.0001716043,0.0001508936,0.00001561163,0.000006058684,0.00001152665,0.0002471071,0.000001851758,0.0001989779],"genre_scores_gemma":[0.9996606,0.000029246,0.00004230423,0.000008467255,0.000004898168,0.000007592967,0.0002063948,8.170178e-7,0.00003970103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001458742,"threshold_uncertainty_score":0.004879951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339253901885938,"score_gpt":0.297031446209596,"score_spread":0.2736389071907366,"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."}}