{"id":"W4410554636","doi":"10.1053/j.gastro.2025.05.009","title":"Gastric Cancer Prevention in the United States: A Work in Progress","year":2025,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Cancer Institute; U.S. Department of Veterans Affairs","keywords":"Cancer; Work (physics); Medicine; Oncology; Internal medicine; Engineering; Mechanical engineering","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":[0.01242417,0.0008503951,0.001747244,0.003162231,0.001074659,0.004965646,0.001561909,0.00228663,0.003846847],"category_scores_gemma":[0.01467745,0.0003542006,0.00252144,0.005169268,0.001134292,0.003833947,0.003405236,0.002904084,0.0005300491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004806535,"about_ca_system_score_gemma":0.03089352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08701376,"about_ca_topic_score_gemma":0.08950668,"domain_scores_codex":[0.9968941,0.001239249,0.0004713376,0.0002602361,0.0005807307,0.0005542714],"domain_scores_gemma":[0.9811747,0.005895047,0.00290333,0.000547375,0.005285967,0.004193581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006462085,0.001644058,0.2924138,0.005781656,0.0008837788,0.0001759861,0.0009143574,0.0009334146,0.0002843536,0.002849882,0.06906924,0.6244032],"study_design_scores_gemma":[0.0004465287,0.001628508,0.7415285,0.03279814,0.003389983,0.0003040851,0.01451741,0.002188798,0.0009474514,0.004661236,0.1974017,0.0001877442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0775101,0.5795934,0.002531616,0.3071562,0.006163738,0.0003734045,0.005749803,0.0003919543,0.02052977],"genre_scores_gemma":[0.3740343,0.551196,0.01594773,0.04191972,0.005429788,0.0005292356,0.008579792,0.00007771633,0.002285699],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08701376,"threshold_uncertainty_score":0.1730145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731736077073122,"score_gpt":0.3118496864397375,"score_spread":0.2945323256690063,"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."}}