{"id":"W3015069968","doi":"10.1002/cam4.2973","title":"Burden of hereditary cancer susceptibility in unselected patients with pancreatic ductal adenocarcinoma referred for germline screening","year":2020,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; University of British Columbia; Pancreas Centre (Canada); Provincial Health Services Authority","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Genetic testing; Family history; Pancreatic cancer; Cancer; Internal medicine; Germline; Cohort; Pancreatic ductal adenocarcinoma; Oncology; Population; Genetic counseling; Cancer screening; Gynecology; Gene; Genetics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002958986,0.0002532948,0.001245621,0.000149187,0.00005049526,0.00000230669,0.0001577667,0.0001415026,0.0008061853],"category_scores_gemma":[0.0006818147,0.0001771972,0.00006240475,0.0006839827,0.0004320957,0.00007004254,0.00003803203,0.0003641965,0.000001465289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227627,"about_ca_system_score_gemma":0.0006583475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003906101,"about_ca_topic_score_gemma":0.0005029861,"domain_scores_codex":[0.997713,0.0000889001,0.0006492994,0.0005166423,0.0005505471,0.0004815874],"domain_scores_gemma":[0.9982431,0.0002748502,0.0002025935,0.0002972829,0.0006132869,0.0003688836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007122239,0.0001223383,0.9813353,0.0009171822,0.0003205005,0.0000548131,0.002180819,0.00003332039,0.001994496,0.000008208815,0.00366461,0.002246195],"study_design_scores_gemma":[0.01750759,0.003995724,0.9705763,0.001302909,0.0007329119,0.00000765009,0.0007430358,0.004279259,0.000236702,0.00002215981,0.0004166934,0.0001790826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835508,0.004937163,0.0004748082,0.008758147,0.0001081161,0.00180585,0.0001185234,0.00004046819,0.0002061439],"genre_scores_gemma":[0.9958541,0.0002650622,0.001148899,0.0007150375,0.001038916,0.0003409422,0.0003414035,0.00004370866,0.0002519078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230334,"threshold_uncertainty_score":0.8827164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06034326449428697,"score_gpt":0.3530820906378734,"score_spread":0.2927388261435864,"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."}}