{"id":"W2160019071","doi":"10.1016/s0002-9610(03)00066-7","title":"A meta-analysis of randomized controlled trials that compared neoadjuvant chemoradiation and surgery to surgery alone for resectable esophageal cancer","year":2003,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":744,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Jadad scale; Esophageal cancer; Randomized controlled trial; Esophagectomy; Neoadjuvant therapy; Odds ratio; Meta-analysis; Surgery; Confidence interval; Chemoradiotherapy; Internal medicine; Cancer; Oncology; Chemotherapy; Breast cancer; Cochrane Library","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":[0.0123673,0.00349044,0.01869428,0.003120704,0.0005603795,0.002213835,0.001912975,0.001934626,0.004022127],"category_scores_gemma":[0.03025958,0.001631548,0.02495766,0.003519088,0.0006698696,0.001566929,0.001027411,0.002400844,0.0003258264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002719599,"about_ca_system_score_gemma":0.002361762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004395044,"about_ca_topic_score_gemma":0.01123286,"domain_scores_codex":[0.9919187,0.004471011,0.002072388,0.0007030306,0.000610301,0.0002246444],"domain_scores_gemma":[0.9867749,0.01004898,0.001985354,0.0003816329,0.0005802064,0.0002289489],"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":[0.03071299,0.00007162213,0.001912571,0.1626825,0.7898922,0.0001786842,0.00008132772,0.0007038529,0.0003750628,0.0001178634,0.0006935407,0.01257782],"study_design_scores_gemma":[0.009096832,0.000689941,0.001389229,0.004539177,0.9827611,0.00009004081,0.00003154361,0.0001335571,0.0001332549,0.0001495966,0.0009653389,0.00002039112],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02851005,0.966013,0.001750615,0.0003657507,0.0007066486,0.001064368,0.0008417678,0.00008769648,0.0006601159],"genre_scores_gemma":[0.4227397,0.564428,0.00658431,0.001641188,0.000484216,0.001849591,0.001027233,0.00007553053,0.001170327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01869428,"threshold_uncertainty_score":0.06540537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.345084969167113,"score_gpt":0.4446357712327129,"score_spread":0.09955080206559991,"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."}}