{"id":"W4288737780","doi":"10.1016/j.annonc.2022.07.003","title":"Oesophageal cancer: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up","year":2022,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":656,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Genentech; Daiichi Sankyo Europe; Servier; European Society for Medical Oncology; FibroGen; Eisai; Astellas Pharma; Les Laboratories Pierre Fabre; European Organisation for Research and Treatment of Cancer; Daiichi-Sankyo; Sirtex Medical; Natera; Jiangsu Hengrui Medicine; Foundation Medicine; Sierra Oncology; Incyte; Sanofi; Royal Australian and New Zealand College of Radiologists; Ipsen; BeiGene; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; INCLIVA Instituto de Investigación Sanitaria; GlaxoSmithKline; Amgen","keywords":"Medicine; Guideline; Cancer; Incidence (geometry); Scopus; Demography; Mortality rate; Disease; Family medicine; Internal medicine; MEDLINE; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003639225,0.001236196,0.00182412,0.003012633,0.0008611369,0.001360822,0.002274809,0.004766391,0.004873949],"category_scores_gemma":[0.01523551,0.000716374,0.002587799,0.002247757,0.0005282128,0.001117302,0.002347045,0.005013314,0.006173437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295362,"about_ca_system_score_gemma":0.007912006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02312854,"about_ca_topic_score_gemma":0.05701719,"domain_scores_codex":[0.9963353,0.001047516,0.001222682,0.0001620888,0.0009032209,0.000329197],"domain_scores_gemma":[0.9913118,0.00156966,0.001500582,0.0001890419,0.004767637,0.0006614024],"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":[0.0001275306,0.0001756836,0.009035066,0.001795549,0.0001512657,0.0004604969,0.0001808307,0.001660947,0.0008725745,0.001348826,0.8317249,0.1524664],"study_design_scores_gemma":[0.0003465126,0.0002250495,0.0422045,0.01481025,0.0005002665,0.00309381,0.0004162384,0.002346485,0.0009693989,0.004491732,0.930486,0.0001098103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01576778,0.2297993,0.04713362,0.420007,0.02099481,0.006925329,0.05605167,0.002559887,0.2007606],"genre_scores_gemma":[0.08607744,0.2295233,0.2826748,0.1540214,0.01070557,0.01657649,0.1329953,0.0009467914,0.08647896],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02312854,"threshold_uncertainty_score":0.04598784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2021370754220466,"score_gpt":0.5457559216370017,"score_spread":0.3436188462149551,"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."}}