{"id":"W2794001341","doi":"10.1002/ijc.31312","title":"Neoadjuvant treatments for locally advanced, resectable esophageal cancer: A network meta‐analysis","year":2018,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Canadian Centre for Applied Research in Cancer Control; Public Health Ontario; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society Research Institute; Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; Neoadjuvant therapy; Esophageal cancer; Radiation therapy; Chemoradiotherapy; Oncology; Meta-analysis; Internal medicine; Randomized controlled trial; Chemotherapy; Relative risk; Surgery; Cancer; Confidence interval; Breast 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":[0.01691618,0.002857027,0.01150593,0.004413839,0.0004675357,0.00246619,0.001885336,0.001771402,0.003394782],"category_scores_gemma":[0.02912326,0.001396787,0.04468986,0.004730789,0.0004291101,0.001659391,0.00149268,0.002521729,0.0003192633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878029,"about_ca_system_score_gemma":0.001494942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006721859,"about_ca_topic_score_gemma":0.009774784,"domain_scores_codex":[0.9878646,0.008666834,0.001431075,0.001039704,0.000742213,0.000255626],"domain_scores_gemma":[0.9801999,0.0160222,0.001829932,0.0008204435,0.0008489367,0.0002785292],"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":[0.006200999,0.00003550007,0.005969284,0.0399785,0.9386212,0.00009667062,0.00004061414,0.002380667,0.0001829931,0.000136358,0.000503562,0.005853537],"study_design_scores_gemma":[0.001063025,0.000211183,0.003528249,0.002174567,0.9907061,0.00005021491,0.00001699103,0.001186177,0.0000677912,0.000300732,0.000676071,0.00001892991],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0357198,0.9555385,0.004584286,0.0007557031,0.0004224722,0.0004550717,0.001664379,0.00009540121,0.0007644499],"genre_scores_gemma":[0.6875259,0.2966234,0.008322603,0.001292227,0.0004851992,0.001926362,0.002810761,0.0001001226,0.0009133889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01691618,"threshold_uncertainty_score":0.0894624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575623368652052,"score_gpt":0.4285418434345853,"score_spread":0.3727856097480648,"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."}}