{"id":"W4382933931","doi":"10.1016/s1470-2045(23)00212-7","title":"Endoscopic surveillance in hereditary diffuse gastric cancer","year":2023,"lang":"en","type":"letter","venue":"The Lancet Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Gastrectomy; Cancer; Signet ring cell carcinoma; Cohort; Surgery; Prospective cohort study; Internal medicine; CDH1; General surgery; Gastroenterology; Adenocarcinoma","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":[0.001683069,0.0004240022,0.0008898243,0.0008649703,0.001881625,0.001743346,0.0008901911,0.02951969,0.00436395],"category_scores_gemma":[0.01487659,0.0004567404,0.0008995317,0.0008418923,0.001793619,0.001740008,0.00127566,0.01745032,0.002116141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003676107,"about_ca_system_score_gemma":0.002536991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009023178,"about_ca_topic_score_gemma":0.01573916,"domain_scores_codex":[0.9985108,0.0005139213,0.0001949971,0.0001342623,0.0003279381,0.0003181593],"domain_scores_gemma":[0.9944036,0.002607408,0.0005833803,0.0001606857,0.0007316244,0.00151332],"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":[0.0001448951,0.00006227172,0.009517742,0.0001155532,0.00003689794,0.00977667,0.0001663934,0.000135761,0.000425595,0.002878628,0.9499471,0.02679246],"study_design_scores_gemma":[0.001048361,0.0005196487,0.03798199,0.002718301,0.0002599054,0.04961047,0.001650038,0.003371427,0.001023146,0.02420801,0.8774415,0.0001671672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0018908,0.003617584,0.00006202309,0.9794673,0.01077286,0.000006192093,0.0000622443,0.00001745405,0.004103517],"genre_scores_gemma":[0.03170035,0.004291529,0.000307107,0.8686509,0.08747683,0.0000355207,0.0001279292,0.00003475473,0.007375079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02951969,"threshold_uncertainty_score":0.02667212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145302085543939,"score_gpt":0.3409045621487638,"score_spread":0.2794515412933244,"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."}}