{"id":"W3203016956","doi":"10.1097/sla.0000000000005227","title":"Role of Adjuvant Therapy in Esophageal Cancer Patients After Neoadjuvant Therapy and Esophagectomy","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Neoadjuvant therapy; Esophagectomy; Esophageal cancer; Adjuvant therapy; Adjuvant; Resection","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":[0.007161931,0.0005590485,0.003714165,0.001242999,0.000186756,0.001191162,0.0005769325,0.0009598287,0.001191741],"category_scores_gemma":[0.01819058,0.0002629804,0.006083107,0.001313947,0.0003590959,0.0008623842,0.000440789,0.001003748,0.00009788168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006092646,"about_ca_system_score_gemma":0.001346694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161089,"about_ca_topic_score_gemma":0.002225947,"domain_scores_codex":[0.9953317,0.002583641,0.001055199,0.0003781588,0.0005426006,0.0001086555],"domain_scores_gemma":[0.986721,0.00860536,0.003630795,0.0002676268,0.0005809327,0.0001941891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04618621,0.0006215762,0.2067101,0.25246,0.1951257,0.0006264286,0.0002719513,0.002542641,0.001970649,0.0006252754,0.001733787,0.2911257],"study_design_scores_gemma":[0.01213204,0.01899677,0.2961616,0.1205269,0.5237398,0.00240729,0.0005754814,0.002504664,0.002414143,0.001675504,0.01870631,0.0001596371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04669426,0.9512878,0.0003500161,0.0005777738,0.0001751115,0.0001035552,0.0002759036,0.000004734254,0.0005308362],"genre_scores_gemma":[0.7367421,0.2589008,0.001498088,0.001054044,0.0005891977,0.0002665835,0.0006675384,0.000006823481,0.0002747704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007161931,"threshold_uncertainty_score":0.03787637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09979194883240952,"score_gpt":0.3557673338001123,"score_spread":0.2559753849677028,"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."}}