{"id":"W3165259098","doi":"10.3390/cancers13112622","title":"CDH1 Gene Mutation Hereditary Diffuse Gastric Cancer Outcomes: Analysis of a Large Cohort, Systematic Review of Endoscopic Surveillance, and Secondary Cancer Risk Postulation","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer-related gene regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Cancer; Population; Oncology; Internal medicine; Germline mutation; Biopsy; Mutation; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990546,0.0001896893,0.0008021134,0.0001488954,0.00004849969,0.000007250474,0.00008653636,0.0001225629,0.0001310153],"category_scores_gemma":[0.0001753707,0.0001829015,0.0002137394,0.000820699,0.00005544639,0.00001102893,0.00004853814,0.00008506206,3.238086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137171,"about_ca_system_score_gemma":0.0007360939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270496,"about_ca_topic_score_gemma":0.004010467,"domain_scores_codex":[0.9982904,0.0002193919,0.0006543673,0.0003968666,0.0002494119,0.0001895224],"domain_scores_gemma":[0.9983371,0.00004538058,0.0007272717,0.0004240094,0.0003992873,0.0000669722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112806,0.00009226759,0.764032,0.1263192,0.01355802,0.00001181317,0.0002581344,0.02481669,0.06824752,0.00001143858,0.001109728,0.001430361],"study_design_scores_gemma":[0.002849005,0.0001551943,0.9288767,0.01462879,0.01033196,0.00001555568,0.0001801435,0.005988328,0.03627768,0.00001055465,0.0001795509,0.0005065328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8085757,0.1888933,0.0005257079,0.0000556244,0.0002309401,0.0005302466,0.001151226,0.000007376427,0.00002994419],"genre_scores_gemma":[0.892909,0.1053901,0.0001140285,0.0001801287,0.0000634496,0.0001733752,0.00104155,0.00002160123,0.0001067247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648447,"threshold_uncertainty_score":0.7458509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005295061873455575,"score_gpt":0.2620748804050534,"score_spread":0.2567798185315979,"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."}}