{"id":"W4405618863","doi":"10.1016/j.pan.2024.05.433","title":"A genome wide association study identifies five loci associated with IPMN clinical progression","year":2024,"lang":"en","type":"article","venue":"Pancreatology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Genome-wide association study; Association (psychology); Genetics; Genome; Computational biology; Single-nucleotide polymorphism; Gene; Genotype; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001118718,0.0002784521,0.0009477697,0.0001996082,0.0001366708,0.00004178341,0.0001114554,0.0003759745,0.0000595657],"category_scores_gemma":[0.002650068,0.0002042004,0.0001341266,0.0004177605,0.0002036236,0.0001093691,0.0001195901,0.0008231908,0.0002481523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467147,"about_ca_system_score_gemma":0.0001308051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000354105,"about_ca_topic_score_gemma":0.0003813382,"domain_scores_codex":[0.9970773,0.0006493932,0.0006758284,0.0006624935,0.0003467816,0.0005882398],"domain_scores_gemma":[0.9977551,0.001239717,0.0002293433,0.000298696,0.000333915,0.0001432896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004533535,0.0006582881,0.9877741,0.00003406924,0.004542639,0.0012265,0.00146186,8.695341e-7,0.0000654886,0.000005574353,0.003388878,0.0003883493],"study_design_scores_gemma":[0.002594456,0.003089556,0.9896998,0.0001907549,0.001843491,0.00007568594,0.0006824473,0.00004880696,0.00002137869,0.00003668513,0.001574482,0.0001424633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915368,0.0009151502,0.00005102581,0.004985853,0.000567772,0.000953623,0.00001561415,0.0004458883,0.0005283057],"genre_scores_gemma":[0.9956265,0.0001471939,0.00008885709,0.0006110002,0.0001830524,0.0001746563,0.0001187064,0.00004718858,0.003002831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004374853,"threshold_uncertainty_score":0.832705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309519670475919,"score_gpt":0.3371293456925832,"score_spread":0.314034148987824,"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."}}