{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004515137,0.0004162405,0.002371234,0.004841158,0.0002399457,0.0008534599,0.0005451901,0.0005084598,0.0007629265],"category_scores_gemma":[0.0142278,0.0003929604,0.003310391,0.006627616,0.0004132811,0.0004978682,0.0005672546,0.0003031699,0.00007482018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009337722,"about_ca_system_score_gemma":0.002469934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005679505,"about_ca_topic_score_gemma":0.01766513,"domain_scores_codex":[0.9948903,0.001473805,0.002186142,0.0006610408,0.000660817,0.000127828],"domain_scores_gemma":[0.9818163,0.008796072,0.0071406,0.000546334,0.001443421,0.0002572656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002584478,0.0000968048,0.464748,0.3457087,0.1235178,0.0006429403,0.0006334241,0.0003094586,0.001140484,0.0002156273,0.003085927,0.05731646],"study_design_scores_gemma":[0.0008752391,0.0006700555,0.6741864,0.06657457,0.2460409,0.001515943,0.0005510058,0.0003438811,0.000673404,0.0001890124,0.008312586,0.0000670438],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2122364,0.7810186,0.0002824612,0.0003497227,0.00007428744,0.0002896994,0.005222435,0.00001039237,0.0005160255],"genre_scores_gemma":[0.7459413,0.24921,0.0007991101,0.0005713407,0.00009506465,0.0004940855,0.002726534,0.000008291634,0.0001541613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005679505,"threshold_uncertainty_score":0.02387863,"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."}}