{"id":"W2143359539","doi":"10.1016/j.soc.2015.06.007","title":"Hereditary Pancreatic Cancer Syndromes","year":2015,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Malignancy; Pancreatic cancer; Pancreatic ductal adenocarcinoma; Disease; Subtyping; Cancer; Personalized medicine; Oncology; Internal medicine; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001083783,0.000649653,0.0109069,0.0003735294,0.00007281029,0.000005537924,0.000532299,0.001131962,0.00137286],"category_scores_gemma":[0.0007015435,0.0004592519,0.001319881,0.0009471582,0.001622382,0.00004926629,0.0003097163,0.001872209,0.0005405884],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006758111,"about_ca_system_score_gemma":0.01169199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113947,"about_ca_topic_score_gemma":0.00005025693,"domain_scores_codex":[0.9942066,0.001027828,0.002351069,0.0008087723,0.0007797009,0.0008259949],"domain_scores_gemma":[0.9915925,0.004608333,0.001385232,0.0009059733,0.0005799486,0.0009280116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003276243,0.00088519,0.008663708,0.007842577,0.0019355,0.004201135,0.00003231876,7.301753e-7,1.69572e-9,0.000007694829,0.008219489,0.967884],"study_design_scores_gemma":[0.001605602,0.003911844,0.0004353677,0.003758322,0.007879996,0.001404478,0.00002609738,0.00002155206,5.205072e-9,0.00003055586,0.9805709,0.0003553356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000820292,0.9760627,0.000004563195,0.000318427,0.0006361514,0.001520701,0.0003335584,0.00007062237,0.02023304],"genre_scores_gemma":[0.00002897056,0.9933248,0.00116575,0.0001968684,0.0007880728,0.0004716136,0.0006629077,0.00009087058,0.003270124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723514,"threshold_uncertainty_score":0.9997859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447281164350213,"score_gpt":0.4847924547474713,"score_spread":0.3400643383124501,"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."}}