{"id":"W4389060492","doi":"10.1016/j.mcpro.2023.100687","title":"Detection of Pancreatic Ductal Adenocarcinoma-Associated Proteins in Serum","year":2023,"lang":"en","type":"article","venue":"Molecular & Cellular Proteomics","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Environmental Health Sciences; National Cancer Institute; National Institutes of Health; Rolfe Pancreatic Cancer Foundation","keywords":"Glycoprotein; Pancreatic cancer; Pancreatic ductal adenocarcinoma; Cancer; Stage (stratigraphy); Biology; Medicine; Cancer research; Oncology; Internal medicine; Bioinformatics; Molecular 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":[0.0008107375,0.0001877828,0.0006123922,0.0004140958,0.00005789992,0.00001010087,0.0001340018,0.0002703232,0.00004480044],"category_scores_gemma":[0.0005579458,0.000184385,0.0001451027,0.001044043,0.000131252,0.00004355236,0.00009554312,0.0004047078,0.00009096187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280468,"about_ca_system_score_gemma":0.0002968077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002492464,"about_ca_topic_score_gemma":0.00004275898,"domain_scores_codex":[0.9980131,0.0002302379,0.0004712938,0.0003438164,0.0004401118,0.0005014536],"domain_scores_gemma":[0.9991434,0.00004859262,0.0001410549,0.0004028466,0.0001323027,0.0001318419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000150053,0.0001692064,0.2158512,0.0001793287,0.0001259859,0.0008277905,0.0002237421,0.00001767914,0.7822217,0.00005780021,0.0000070733,0.0001684036],"study_design_scores_gemma":[0.001952419,0.0005583573,0.2688803,0.0001367738,0.0001460762,0.00003793916,0.0001290982,0.006373262,0.721157,0.0004818762,0.00001212473,0.0001347319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943804,0.0003300648,0.001929261,0.0003191478,0.00004926803,0.002328664,0.0000103045,0.00009436481,0.0005585126],"genre_scores_gemma":[0.9975564,0.00005378753,0.001203989,0.00004210725,0.00003190211,0.0002888719,0.00005613148,0.00004818061,0.0007186696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06106467,"threshold_uncertainty_score":0.7519004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881184816550964,"score_gpt":0.2743161383966384,"score_spread":0.2555042902311288,"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."}}