{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005835729,0.0001656036,0.0002303986,0.001087804,0.0005579939,0.0008311749,0.0004707481,0.0005020708,0.002156843],"category_scores_gemma":[0.003941633,0.0002296359,0.0002739282,0.00162201,0.0003906953,0.0003996321,0.0006188001,0.0005194232,0.0001968546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309278,"about_ca_system_score_gemma":0.0009897448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09374128,"about_ca_topic_score_gemma":0.1250925,"domain_scores_codex":[0.9989784,0.0002428155,0.0001027963,0.0002009294,0.0002956376,0.00017949],"domain_scores_gemma":[0.9971225,0.000612075,0.001397194,0.0001182083,0.0003083918,0.0004416885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002693739,0.00001396608,0.9984529,0.000007837658,0.00001077605,0.0001282854,0.0001142816,0.00001549801,0.00006722263,0.000005806229,0.000083254,0.001073307],"study_design_scores_gemma":[0.000002348698,0.00002845186,0.9989837,0.00001201011,0.000009505382,0.000406854,0.0003915168,0.00008106945,0.00002243463,0.000007233576,0.00005244364,0.000002476307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992218,0.0001671655,0.00001502497,0.00007178533,0.000002155371,0.000004496186,0.0001875827,0.000002496519,0.0003274969],"genre_scores_gemma":[0.9995621,0.0001431498,0.00002761304,0.00002969604,0.000004980875,0.000002838082,0.0001793365,0.000001243997,0.00004892837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09374128,"threshold_uncertainty_score":0.1863913,"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."}}