{"id":"W4253667253","doi":"10.1016/s0002-9610(02)00795-x","title":"A meta-analysis of randomized controlled trials that compared neoadjuvant chemotherapy and surgery to surgery alone for resectable esophageal cancer","year":2002,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph's Hospital; McMaster University","funders":"","keywords":"Medicine; Esophageal cancer; Randomized controlled trial; Meta-analysis; Chemotherapy; Neoadjuvant therapy; Surgery; Esophagectomy; Cancer surgery; Oncology; Cancer; Internal medicine; 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":[0.01324748,0.00369653,0.02002623,0.0034746,0.0006072035,0.002264772,0.001915617,0.00212826,0.004071746],"category_scores_gemma":[0.03308111,0.001734219,0.02728508,0.003663207,0.0007417406,0.001633686,0.001087351,0.002531541,0.0003333064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763891,"about_ca_system_score_gemma":0.002331703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00420136,"about_ca_topic_score_gemma":0.01075089,"domain_scores_codex":[0.9907535,0.005235015,0.00232292,0.0007838509,0.0006627532,0.0002419895],"domain_scores_gemma":[0.9851408,0.01125412,0.00227359,0.0004389438,0.0006361775,0.0002563799],"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":[0.03081518,0.00006697897,0.001821201,0.1388728,0.8157186,0.0001679281,0.00007362742,0.0006970535,0.0003557661,0.000109437,0.0005680026,0.01073338],"study_design_scores_gemma":[0.008494847,0.0006587393,0.001252565,0.003637045,0.984637,0.00008438365,0.00002771028,0.0001281934,0.0001215253,0.0001358577,0.0008031208,0.00001907046],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03374635,0.9601577,0.002042659,0.0004165403,0.0008065918,0.001149401,0.0009298137,0.0000963252,0.0006545255],"genre_scores_gemma":[0.485369,0.5007513,0.007309348,0.001780079,0.0005343629,0.001930047,0.001047524,0.00008339851,0.001194981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02002623,"threshold_uncertainty_score":0.07006019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.35061361607134,"score_gpt":0.4435622385709086,"score_spread":0.09294862249956864,"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."}}