{"id":"W4388306895","doi":"10.1007/978-3-031-39086-9_8","title":"Multimodal Therapy for Locally Advanced Esophageal Cancer","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Docetaxel; Medicine; Perioperative; Neoadjuvant therapy; Oncology; Disease; Esophageal cancer; Multimodal therapy; Internal medicine; Intensive care medicine; Stage (stratigraphy); Chemotherapy; Chemoradiotherapy; Cancer; General surgery; Surgery","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":[0.0001034633,0.0003685703,0.0002576957,0.000362976,0.0001988814,0.0004593073,0.0002812221,0.0003939329,0.03098765],"category_scores_gemma":[0.0001353378,0.00008890814,0.0002054544,0.0003051115,0.0001669086,0.000566375,0.0004930569,0.0009309731,0.007144202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269341,"about_ca_system_score_gemma":0.0002392266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000529582,"about_ca_topic_score_gemma":0.00307712,"domain_scores_codex":[0.9999743,0.000005790516,0.000001037594,0.000003049229,0.00001258391,0.000003243555],"domain_scores_gemma":[0.9999812,0.00001034723,0.000001703918,0.000001346823,0.000002754626,0.000002698383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002882658,0.00006200853,0.00008694205,0.0005728148,0.00001177037,0.0002529566,0.0001109808,0.0005770338,0.002875378,0.02284819,0.2918456,0.6807274],"study_design_scores_gemma":[0.000006277789,0.00003620765,0.0003890034,0.0003535228,0.0000073932,0.001024786,0.00003042159,0.0001867489,0.0004813592,0.005043201,0.9924358,0.000005331804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002802433,0.3433947,0.01123263,0.005399785,0.004811398,0.00008523767,0.0003158816,0.0002536489,0.6317043],"genre_scores_gemma":[0.009459356,0.1592269,0.005915335,0.003967643,0.001953012,0.0001335571,0.000294201,0.0001051983,0.8189449],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03098765,"threshold_uncertainty_score":0.103664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04481074260160094,"score_gpt":0.3589964140223988,"score_spread":0.3141856714207978,"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."}}