{"id":"W4210683255","doi":"10.1016/j.radonc.2022.01.040","title":"Response to Zhu et al re “Definitive chemoradiotherapy versus neoadjuvant chemoradiotherapy and esophagectomy for the treatment of esophageal and gastroesophageal carcinoma - A systematic review and meta-analysis”","year":2022,"lang":"en","type":"review","venue":"Radiotherapy and Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Esophagectomy; Chemoradiotherapy; Meta-analysis; Internal medicine; Esophageal cancer; Carcinoma; Oncology; Chemotherapy; 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":[0.01611218,0.001754572,0.008392877,0.003901632,0.0009141336,0.00288204,0.002741827,0.01038798,0.02340895],"category_scores_gemma":[0.04658739,0.001022763,0.01262359,0.002422257,0.0009367195,0.002581633,0.003154135,0.005776097,0.004379574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004212553,"about_ca_system_score_gemma":0.004186864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006018023,"about_ca_topic_score_gemma":0.02207449,"domain_scores_codex":[0.9933404,0.002490798,0.001938915,0.0007833162,0.0009760806,0.000470461],"domain_scores_gemma":[0.980038,0.01185994,0.003806438,0.0005563014,0.003037669,0.0007016667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006588578,0.000105792,0.00400757,0.226066,0.03786569,0.0006043387,0.0004205208,0.000391125,0.001139112,0.0008346367,0.6491222,0.07285447],"study_design_scores_gemma":[0.02252103,0.001188376,0.02093887,0.1918793,0.1623453,0.0009034318,0.001273759,0.0009732473,0.001608363,0.008096755,0.5877065,0.0005651104],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004400556,0.3265,0.00115901,0.5772061,0.06040155,0.002718152,0.02303299,0.0002838446,0.004297827],"genre_scores_gemma":[0.02078629,0.08470862,0.001000039,0.8547451,0.02344758,0.002023774,0.003848759,0.0001263441,0.009313488],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02340895,"threshold_uncertainty_score":0.08521038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221418031731481,"score_gpt":0.4329029074552945,"score_spread":0.3107611042821464,"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."}}