{"id":"W4378952102","doi":"10.1158/1940-6207.capr-22-0529","title":"Racial, Ethnic, and Sex-based Disparities among High-risk Individuals Undergoing Pancreatic Cancer Surveillance","year":2023,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; Cook Medical","keywords":"Medicine; Ethnic group; Health equity; Cancer; Pancreatic cancer; Internal medicine; Family medicine; Demography; Public health; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295735,0.00009043221,0.000192851,0.0005513167,0.000464677,0.0005712234,0.0003433368,0.000267001,0.00118375],"category_scores_gemma":[0.004240236,0.00009201241,0.0002239367,0.0009816422,0.0001837965,0.0004512894,0.0005070575,0.0003499434,0.000149403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000288,"about_ca_system_score_gemma":0.0005731141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007649391,"about_ca_topic_score_gemma":0.01575732,"domain_scores_codex":[0.9988145,0.0002968655,0.0001428897,0.0002633365,0.0002253683,0.0002570835],"domain_scores_gemma":[0.9984763,0.0002733703,0.0006370754,0.00009650541,0.0002397441,0.0002770391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005279832,0.00003621867,0.9960276,0.00001410338,0.00002832733,0.00002527625,0.0002269939,0.0000217806,0.0001051626,0.0001012966,0.0003539494,0.003006515],"study_design_scores_gemma":[0.00000437983,0.00006085604,0.9979996,0.00002514119,0.00002160982,0.0001022068,0.0005351587,0.0001300098,0.00007369616,0.0001122489,0.0009308674,0.000004230269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945056,0.0007123794,0.0002146807,0.0003996793,0.00002606404,0.00003323402,0.001561122,0.000005197187,0.002542086],"genre_scores_gemma":[0.998482,0.0002272217,0.0001115895,0.0002119,0.00002410533,0.00002682372,0.0007684713,0.0000027495,0.000145006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007649391,"threshold_uncertainty_score":0.01520973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158883633159947,"score_gpt":0.4598213240235338,"score_spread":0.343932960707539,"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."}}