{"id":"W2682192372","doi":"10.1007/s10689-019-00133-9","title":"Hereditary diffuse gastric cancer: cancer risk and the personal cost of preventive surgery","year":2019,"lang":"en","type":"article","venue":"Familial Cancer","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. John’s Health Sciences Centre; University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute; Cancer Research Society","keywords":"Medicine; Quality of life (healthcare); Cancer; Breast cancer; Anxiety; Cohort; Cohort study; Epidemiology; Prophylactic Surgery; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003015206,0.0002506392,0.0007526182,0.0001033161,0.00009705182,0.000006595966,0.0000954222,0.0001186144,0.0004276063],"category_scores_gemma":[0.0001099213,0.0001658929,0.0001837754,0.0002589863,0.0005444936,0.0000833446,0.0001061383,0.0004722718,0.00001185717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225106,"about_ca_system_score_gemma":0.0003176889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381116,"about_ca_topic_score_gemma":0.003058812,"domain_scores_codex":[0.9983027,0.0001826706,0.0003794879,0.0003836377,0.0003270979,0.0004244221],"domain_scores_gemma":[0.998808,0.0003501529,0.0002612061,0.0002314764,0.0002330447,0.0001161581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002952612,0.00008661754,0.9679649,0.0001260865,0.001042605,0.00001165484,0.001535969,0.00004736514,0.0001767571,0.000001875052,0.008573825,0.01747977],"study_design_scores_gemma":[0.006879915,0.0001620899,0.9868935,0.0003976396,0.0008135819,0.0000182225,0.0004618965,0.0005291163,0.000104314,0.000006953326,0.00359452,0.0001382575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794859,0.01460014,0.000007909397,0.002353792,0.00175904,0.0009057829,0.0007264108,0.00002913184,0.0001318976],"genre_scores_gemma":[0.9716154,0.02515216,0.00001497825,0.001018275,0.0006902294,0.0004651287,0.0000150783,0.00003228082,0.0009964647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01892863,"threshold_uncertainty_score":0.9927559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397478932195801,"score_gpt":0.2609321977643469,"score_spread":0.2469574084423889,"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."}}