{"id":"W3217313677","doi":"10.1136/gutjnl-2021-325266","title":"International variation in oesophageal and gastric cancer survival 2012–2014: differences by histological subtype and stage at diagnosis (an ICBP SURVMARK-2 population-based study)","year":2021,"lang":"en","type":"article","venue":"Gut","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; CancerCare Manitoba; Saskatchewan Cancer Agency; Canadian Partnership Against Cancer; Nova Scotia Health Authority; Cancer Care Ontario","funders":"Cancer Council Victoria; Public Health Agency; Cancer Society of New Zealand; Cancer Institute NSW; Cancer Research UK; Scottish Government; World Health Organization; Kreftforeningen; Kræftens Bekæmpelse; Partenariat Canadien Contre Le Cancer; National Cancer Registry Ireland","keywords":"Stage (stratigraphy); Cancer; Medicine; Population; Internal medicine; Cancer survival; Variation (astronomy); Gastroenterology; General surgery; Pathology; Oncology; Biology; Environmental health","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":[0.002645334,0.0003480183,0.000513096,0.001355792,0.0003417421,0.0007650823,0.0007446376,0.0005732485,0.001529269],"category_scores_gemma":[0.003347821,0.0004279483,0.001070437,0.003060433,0.0004029354,0.0005580566,0.001356418,0.0005682674,0.0004623999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007442467,"about_ca_system_score_gemma":0.0006062744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03467378,"about_ca_topic_score_gemma":0.03962059,"domain_scores_codex":[0.9983249,0.0004478454,0.0001821601,0.0006135111,0.0001946754,0.0002368541],"domain_scores_gemma":[0.9973729,0.0002847212,0.001122684,0.0004841821,0.000488811,0.0002467109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001875216,0.00001478796,0.9964634,0.00002683625,0.0001942073,0.00003820335,0.0001669919,0.0001323977,0.0001486117,0.00004982546,0.0006831396,0.001894027],"study_design_scores_gemma":[0.000005571754,0.00002795906,0.9993885,0.000007065328,0.00003464495,0.00005027641,0.00008702109,0.00006648948,0.00001607886,0.000009232492,0.0003040572,0.000003150305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884879,0.0005146243,0.000340057,0.00007949451,0.00001383934,0.00002113325,0.009608628,0.00001500871,0.000919254],"genre_scores_gemma":[0.989354,0.0002443952,0.0002647176,0.00005323479,0.00001447847,0.00004107366,0.009719683,0.00001338258,0.0002950979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03467378,"threshold_uncertainty_score":0.06894392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504130318927241,"score_gpt":0.3424096888665367,"score_spread":0.2973683856772643,"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."}}