{"id":"W4391930281","doi":"10.1097/cej.0000000000000874","title":"The global gastric cancer consortium: an update from the Stomach cancer Pooling (StoP) project","year":2024,"lang":"en","type":"article","venue":"European Journal of Cancer Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de León; National Institutes of Biomedical Innovation, Health and Nutrition; Hellenic Health Foundation; Università Cattolica del Sacro Cuore; Latvijas Universitate; Universidad Nacional Autónoma de México; Associazione Italiana per la Ricerca sul Cancro; Stony Brook University; University of Glasgow; Karolinska Institutet; Ministero della Salute; Harbin Medical University; Peking University; Universidade do Porto; University of Leeds; University of Ottawa","keywords":"Medicine; Cancer; Family history; Stomach cancer; Environmental health; Socioeconomic status; Stomach; Red meat; Internal medicine; 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":[0.1625598,0.00263739,0.005053775,0.01236495,0.001607061,0.008097992,0.0061311,0.002922191,0.008854136],"category_scores_gemma":[0.1531035,0.0021008,0.004746774,0.02372404,0.001435207,0.004930828,0.01673295,0.003860715,0.004870557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004128197,"about_ca_system_score_gemma":0.02689649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02770469,"about_ca_topic_score_gemma":0.02892931,"domain_scores_codex":[0.9292049,0.03491676,0.01271518,0.003395743,0.01688155,0.002885914],"domain_scores_gemma":[0.814411,0.04276268,0.02009158,0.02627285,0.07609013,0.0203717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002042139,0.0001004655,0.02498293,0.009100311,0.002994733,0.0001730908,0.0006852557,0.0005228063,0.0004179495,0.002085558,0.7109233,0.2459714],"study_design_scores_gemma":[0.001315971,0.0003048103,0.0632006,0.01088981,0.003472109,0.0003373529,0.0004530132,0.0004535384,0.0005022233,0.002265976,0.9165387,0.0002658395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03036201,0.2543778,0.04730256,0.2043329,0.04226131,0.01136564,0.364653,0.004979495,0.04036527],"genre_scores_gemma":[0.05755203,0.09012835,0.08332478,0.05232629,0.02062035,0.02827588,0.6460194,0.005492785,0.01626011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1625598,"threshold_uncertainty_score":0.8597088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096462488004153,"score_gpt":0.3527104383563405,"score_spread":0.3217458134762989,"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."}}