{"id":"W2130334432","doi":"10.1158/1055-9965.epi-05-0734","title":"Pancreatic Cancer Genetic Epidemiology Consortium","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Cancer Institute","keywords":"Epidemiology; Pancreatic cancer; Genetic epidemiology; Medicine; Cancer; Internal medicine","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":[0.00371469,0.0004006965,0.001973152,0.0002798346,0.0002169939,0.00000416859,0.0002164321,0.0006729054,0.002412717],"category_scores_gemma":[0.002081048,0.0003381517,0.0004380959,0.0003391424,0.001074508,0.00008210351,0.00008872958,0.0004571807,0.0001648966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006108984,"about_ca_system_score_gemma":0.0007971386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007407008,"about_ca_topic_score_gemma":0.001236935,"domain_scores_codex":[0.9935375,0.00243588,0.001653521,0.0009493373,0.0001651533,0.001258636],"domain_scores_gemma":[0.9951038,0.003019861,0.0006740118,0.000629182,0.0002256607,0.0003474691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006179381,0.0001748137,0.9233131,0.0001761196,0.0009044235,0.00003225509,0.00001497776,0.00005151956,0.001077835,0.001099515,0.05498206,0.01755544],"study_design_scores_gemma":[0.002220071,0.0004002328,0.9543349,0.0003776577,0.001210059,0.0001166199,0.00003827147,0.002655617,0.0001094809,0.02643608,0.01180656,0.0002944141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694296,0.09177903,0.01156252,0.02088245,0.001026763,0.001665428,0.00003955416,0.0001959861,0.003418684],"genre_scores_gemma":[0.9150007,0.02034405,0.0354515,0.005810576,0.002060219,0.003102418,0.0004218187,0.0001110147,0.01769771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07143498,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09158749954500564,"score_gpt":0.4329615990666512,"score_spread":0.3413740995216455,"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."}}