{"id":"W3211079131","doi":"10.1016/j.radonc.2021.10.013","title":"Definitive chemoradiotherapy versus neoadjuvant chemoradiotherapy and esophagectomy for the treatment of esophageal and gastroesophageal carcinoma – A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Radiotherapy and Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Alberta Health Services","funders":"Alberta Health Services","keywords":"Medicine; Esophagectomy; Chemoradiotherapy; Meta-analysis; Carcinoma; Esophageal cancer; Internal medicine; Oncology; Neoadjuvant therapy; Radiation therapy; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005207406,0.002213611,0.01570215,0.003336475,0.0005478047,0.00219301,0.00175623,0.001940893,0.004149438],"category_scores_gemma":[0.01335695,0.00118279,0.02996532,0.004738318,0.0006614739,0.001479219,0.001311288,0.002143125,0.0003387954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878837,"about_ca_system_score_gemma":0.002473378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008190133,"about_ca_topic_score_gemma":0.02567708,"domain_scores_codex":[0.9963124,0.00146558,0.001146198,0.0005058916,0.0004163882,0.0001534536],"domain_scores_gemma":[0.9927433,0.005298087,0.001236046,0.0001886578,0.0004119765,0.0001220434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002831333,0.00004589282,0.002891595,0.3985233,0.57764,0.0001128291,0.00008922914,0.0004730246,0.0003002743,0.0001253842,0.0006838294,0.01628333],"study_design_scores_gemma":[0.000766448,0.0002095489,0.002922618,0.01902926,0.975104,0.00008417006,0.00004589249,0.0001139828,0.00008168972,0.0001490189,0.001468295,0.00002507072],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003144746,0.9959825,0.0002466444,0.00007748815,0.0001108496,0.00008450003,0.0002138898,0.000009620943,0.0001297008],"genre_scores_gemma":[0.1006487,0.8960843,0.001110474,0.0007866196,0.0002357708,0.0003135319,0.0004243375,0.00002121723,0.0003751183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01570215,"threshold_uncertainty_score":0.02753973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106896069078368,"score_gpt":0.4153678215380185,"score_spread":0.3084717524596506,"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."}}