{"id":"W3036051681","doi":"10.1136/gutjnl-2020-321089","title":"International trends in oesophageal cancer survival by histological subtype between 1995 and 2014","year":2020,"lang":"en","type":"article","venue":"Gut","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; McMaster University; Cancer Care Ontario; Alberta Health Services; Alberta Cancer Foundation; Saskatchewan Cancer Agency; CancerCare Manitoba","funders":"Cancer Council Victoria; Fiona Stanley Hospital; Queen's University Belfast; McMaster University; Public Health England; University of Twente; Cancer Society of New Zealand; Cancer Institute NSW; Public Health Agency; Saskatchewan Cancer Agency; Monash University; Public Health Wales; McGill University; McGill University Health Centre; Scottish Government; Partenariat Canadien Contre Le Cancer; Cancer Care Ontario; Kræftens Bekæmpelse; Alberta Health Services; Cancer Council NSW; Western Sydney Local Health District; University of Otago; World Health Organization; Cancer Research UK; Dalhousie University; Kreftforeningen; Queen's University; University of Western Sydney; National Cancer Registry Ireland","keywords":"Medicine; Epidemiology; Cancer; Incidence (geometry); Adenocarcinoma; Cancer survival; Relative survival; Disease; Survival rate; Internal medicine; Cancer registry; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009091694,0.0002136588,0.0003088788,0.001766829,0.000234403,0.0006661501,0.0005175698,0.000317189,0.001785318],"category_scores_gemma":[0.002924552,0.0001622832,0.0007472471,0.003230402,0.0001818195,0.000586457,0.0006244471,0.0004460362,0.0004805766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875965,"about_ca_system_score_gemma":0.001336583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1078701,"about_ca_topic_score_gemma":0.1135427,"domain_scores_codex":[0.9994623,0.00004781233,0.00009539535,0.0001384137,0.0001234267,0.0001326423],"domain_scores_gemma":[0.9982684,0.00009534512,0.0008121468,0.00006042078,0.0005887157,0.0001749779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001279989,0.00001254182,0.9850646,0.0001685214,0.0001108036,0.00003722034,0.0001366422,0.000300079,0.0001034539,0.0001294298,0.004037266,0.009771329],"study_design_scores_gemma":[0.000003916307,0.00003057535,0.9963254,0.00005700957,0.00003578226,0.0001242793,0.0001373694,0.0001505635,0.00004698361,0.00002185687,0.003062365,0.000003786978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967175,0.009205739,0.0005105377,0.0009943151,0.000106493,0.00005802023,0.08480778,0.0001161933,0.007483486],"genre_scores_gemma":[0.9215345,0.004069981,0.0007342542,0.000238685,0.0000588607,0.00006471005,0.07109788,0.00001872245,0.00218232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078701,"threshold_uncertainty_score":0.2144845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07071525451491448,"score_gpt":0.3699458445803648,"score_spread":0.2992305900654504,"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."}}