{"id":"W2809690138","doi":"10.1186/s12885-018-4573-5","title":"Pancreatic cancer as a sentinel for hereditary cancer predisposition","year":2018,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Human Genome Research Institute; National Cancer Institute; National Institutes of Health; Government of Canada; Génome Québec; Huntsman Cancer Foundation; Canadian Institutes of Health Research; Genome Canada","keywords":"Pancreatic cancer; Medicine; Cancer; Surgical oncology; Colorectal cancer; Internal medicine; Oncology; Breast cancer; Family history; Context (archaeology); Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006029726,0.0006735313,0.001501915,0.001934539,0.0003704947,0.001380532,0.0005685491,0.0006975789,0.002252186],"category_scores_gemma":[0.01291056,0.0003994421,0.00381217,0.002904737,0.0004695681,0.0006134026,0.0007275735,0.0008358745,0.0001528754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103061,"about_ca_system_score_gemma":0.0005533957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444916,"about_ca_topic_score_gemma":0.003456768,"domain_scores_codex":[0.9956683,0.002549908,0.0003193673,0.0009078262,0.000434913,0.0001196496],"domain_scores_gemma":[0.9808141,0.01451441,0.002379935,0.001278017,0.0006417418,0.0003717228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00408907,0.00004899369,0.8840221,0.004334454,0.04755502,0.0007552191,0.0001368563,0.002427315,0.001821333,0.0004395963,0.001769003,0.05260096],"study_design_scores_gemma":[0.000663592,0.001517188,0.7768543,0.002875725,0.185324,0.006901246,0.0003504247,0.007037713,0.003398996,0.004206153,0.01077915,0.00009144836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.716817,0.2575601,0.01235967,0.001566412,0.0003214294,0.0001832976,0.005548103,0.0002467057,0.005397258],"genre_scores_gemma":[0.9866267,0.009475111,0.002263602,0.0003301592,0.0001388638,0.00003846141,0.0009458936,0.00002313421,0.0001580295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006029726,"threshold_uncertainty_score":0.0318886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391179148910197,"score_gpt":0.4113405150072192,"score_spread":0.3574287235181173,"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."}}