{"id":"W4235183632","doi":"10.1007/978-3-030-48363-0_9","title":"Esophageal Cancer","year":2020,"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":"University of Toronto","funders":"","keywords":"Medicine; Perioperative; Esophageal cancer; Incidence (geometry); Adenocarcinoma; Disease; Cancer; Chemotherapy; Stage (stratigraphy); Population; Oncology; Neoadjuvant therapy; Internal medicine; 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":[0.0001592819,0.0005981039,0.0003773065,0.0008553622,0.0006800137,0.001170087,0.0004647975,0.0007743306,0.1964468],"category_scores_gemma":[0.0004294135,0.0002161006,0.0003355569,0.0007075408,0.0002783628,0.0008492938,0.001089636,0.00138764,0.1262559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004147051,"about_ca_system_score_gemma":0.0006306529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367175,"about_ca_topic_score_gemma":0.006422252,"domain_scores_codex":[0.9999095,0.00001136003,0.000003734413,0.00001519174,0.00004716674,0.00001299256],"domain_scores_gemma":[0.9999132,0.00001789923,0.00000427786,0.00001108919,0.00002937569,0.00002414833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001212982,0.0000298167,0.0001117706,0.0001626423,0.000003027248,0.0001227905,0.00006255988,0.00008252849,0.0004808084,0.007525334,0.7558695,0.2355372],"study_design_scores_gemma":[0.00000120572,0.000007332477,0.0001563479,0.00007400569,0.000001461645,0.0002415003,0.00001532338,0.00001646461,0.00005043526,0.0006553015,0.9987794,0.000001217661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.000371801,0.0196547,0.0008209491,0.001579451,0.003095644,0.00003767716,0.0002008846,0.0001375752,0.9741012],"genre_scores_gemma":[0.0009454407,0.00831523,0.0004217916,0.0009960462,0.000540596,0.00001479644,0.0001817229,0.00003093286,0.9885535],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1964468,"threshold_uncertainty_score":0.6571799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441349186411598,"score_gpt":0.3324379681950813,"score_spread":0.2880244763309653,"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."}}