{"id":"W4402737168","doi":"10.14740/wjon1911","title":"Analysis of Pancreatic Cancer Genetic Risk Factors in a Multi-Ethnic Population Sample","year":2024,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kuwait University","keywords":"Medicine; Ethnic group; Pancreatic cancer; Sample (material); Population; Oncology; Cancer; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000782741,0.0004181754,0.0003461069,0.0008916762,0.0007988635,0.0005553608,0.0004136502,0.0004958253,0.001674626],"category_scores_gemma":[0.00116295,0.0002615397,0.0005437702,0.001285939,0.0002919373,0.0002084279,0.0006142395,0.0004728062,0.0003008741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343446,"about_ca_system_score_gemma":0.0002246009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009385902,"about_ca_topic_score_gemma":0.007596991,"domain_scores_codex":[0.9992888,0.0001952951,0.00006692496,0.000269128,0.000112928,0.00006692636],"domain_scores_gemma":[0.9994928,0.00007409444,0.0001777381,0.0001070642,0.0000697022,0.00007855739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002112747,0.00005269265,0.9949903,0.00001189251,0.0002627534,0.0002038239,0.0001561684,0.00006069574,0.002298756,0.00002554177,0.0001119547,0.001614041],"study_design_scores_gemma":[0.00000843517,0.00005897738,0.9990307,0.000002296264,0.00006205393,0.0002989993,0.0000972624,0.0001889875,0.0000940017,0.0000156403,0.0001397479,0.000002885494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990896,0.0001015862,0.0002198937,0.00002382515,0.000003986772,0.00001740466,0.0003373144,0.000004829385,0.0002016929],"genre_scores_gemma":[0.9991316,0.00004581775,0.0002179155,0.00002523657,0.000005472948,0.0000250954,0.0004001734,0.000003270385,0.0001454077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009385902,"threshold_uncertainty_score":0.01866257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09005150619957929,"score_gpt":0.4459243538805445,"score_spread":0.3558728476809652,"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."}}