{"id":"W4411977647","doi":"10.21873/cdp.10456","title":"Molecular Insights into Gastric Cancer: A Comparative Analysis of Asian and White Populations","year":2025,"lang":"en","type":"article","venue":"Cancer Diagnosis & Prognosis","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"White (mutation); Cancer; Biology; Medicine; Oncology; Genetics; Evolutionary biology; Computational biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007261197,0.0001981266,0.0002899756,0.001428529,0.0004563538,0.0007091407,0.0002011875,0.0001804566,0.002466091],"category_scores_gemma":[0.0009594858,0.0001153979,0.0004919251,0.001385026,0.0002425469,0.0002604917,0.0005449397,0.0001907686,0.0002703474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736519,"about_ca_system_score_gemma":0.000261923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101461,"about_ca_topic_score_gemma":0.004207819,"domain_scores_codex":[0.99966,0.00006598979,0.00003603951,0.000120902,0.00006968575,0.00004743072],"domain_scores_gemma":[0.9995912,0.00006723915,0.0001494107,0.00005309451,0.00006992859,0.00006916692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003879289,0.00005319694,0.9786526,0.00005976235,0.0004110625,0.0002195742,0.0006088814,0.00006790774,0.005174405,0.0002173663,0.0002372667,0.01390998],"study_design_scores_gemma":[0.000006422998,0.00008972245,0.996778,0.00001357953,0.0001675708,0.0004766202,0.0007695926,0.0001717963,0.000414437,0.0001437604,0.0009636386,0.000004859086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974738,0.000546871,0.0003647262,0.0000446259,0.00000814082,0.00001047149,0.000486029,0.000007071444,0.001058313],"genre_scores_gemma":[0.9985885,0.0003015174,0.0002333272,0.00004023649,0.00001117431,0.0000136023,0.0005828206,0.000008455303,0.0002203009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003101461,"threshold_uncertainty_score":0.008249879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222112495156352,"score_gpt":0.3452076726443984,"score_spread":0.3129865476928349,"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."}}