{"id":"W3093548028","doi":"10.1097/coc.0000000000000773","title":"Outcome of Locally Advanced Esophageal Cancer Patients Treated With Perioperative Chemotherapy and Chemoradiotherapy Followed by Surgery","year":2020,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"","keywords":"Medicine; Perioperative; Esophageal cancer; Hazard ratio; Chemoradiotherapy; Chemotherapy; Neoadjuvant therapy; Esophagectomy; Proportional hazards model; Cancer; Internal medicine; Surgery; Radiation therapy; Positron emission tomography; Gastroenterology; Nuclear medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003259149,0.0001383889,0.0002521629,0.000328146,0.0002618898,0.0003301178,0.0001367462,0.0001934198,0.0008073567],"category_scores_gemma":[0.001018038,0.00008743727,0.0003282064,0.0003782319,0.0002191443,0.0001942524,0.0002228192,0.000257092,0.0001591409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043115,"about_ca_system_score_gemma":0.0003645588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866585,"about_ca_topic_score_gemma":0.003030465,"domain_scores_codex":[0.9997848,0.00006531172,0.0000274307,0.00003622195,0.00004245832,0.00004383082],"domain_scores_gemma":[0.9994693,0.0000830209,0.000265789,0.00001522262,0.00005545742,0.0001112123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002887193,0.00003851273,0.9961987,0.00001461214,0.00005798131,0.0004315443,0.00005445074,0.0001160679,0.0003611247,0.00000943894,0.0001089145,0.002319906],"study_design_scores_gemma":[0.00003859541,0.0007286379,0.9955612,0.0000197887,0.00008587004,0.002505876,0.0002000738,0.0002641009,0.0002161306,0.00001955155,0.0003539868,0.000006123873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992762,0.0003160755,0.00003721355,0.00003743685,0.000003631105,0.000005137642,0.00008796489,0.000001671496,0.0002346988],"genre_scores_gemma":[0.999512,0.0001259634,0.00002805921,0.00002257119,0.000008115328,0.000004911944,0.0002493567,8.221751e-7,0.00004825328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001866585,"threshold_uncertainty_score":0.003711402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792906333534244,"score_gpt":0.4294430475827403,"score_spread":0.3815139842473979,"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."}}