{"id":"W1906127051","doi":"10.1371/journal.pone.0139049","title":"Definitive Characterization of CA 19-9 in Resectable Pancreatic Cancer Using a Reference Set of Serum and Plasma Specimens","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Cancer Institute; Abbott Diagnostics","keywords":"Biomarker; Pancreatic cancer; Pancreatitis; Cancer; Medicine; Internal medicine; Pancreatitis, chronic; Oncology; Gastroenterology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005960162,0.0008569815,0.0006860427,0.00249782,0.0005481612,0.001415073,0.0008017771,0.0009844383,0.001045152],"category_scores_gemma":[0.008385309,0.0002508225,0.0004042458,0.001483324,0.0007659997,0.0005890856,0.0007317432,0.0007218737,0.0006118116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004233271,"about_ca_system_score_gemma":0.000632844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153874,"about_ca_topic_score_gemma":0.001685444,"domain_scores_codex":[0.9962291,0.001277298,0.0004473696,0.0008374864,0.0009962542,0.0002124686],"domain_scores_gemma":[0.9972823,0.0009860964,0.0004143321,0.0006014048,0.0005696577,0.0001462392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003316063,0.0007127492,0.5702334,0.0007210408,0.0006118597,0.001186822,0.0008117103,0.002521139,0.3155691,0.001876428,0.002912592,0.09952708],"study_design_scores_gemma":[0.0002258528,0.003302102,0.6731847,0.000279654,0.0005063132,0.005166723,0.0006447913,0.007704413,0.2803184,0.002345621,0.02623028,0.00009113991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901263,0.01902335,0.06558059,0.0007537169,0.0002942102,0.000571886,0.004721048,0.0006813377,0.007110862],"genre_scores_gemma":[0.9698141,0.001608752,0.02073552,0.0004045349,0.00008599519,0.0002902517,0.005929988,0.00006982217,0.001060911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005960162,"threshold_uncertainty_score":0.03152072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2830594902421409,"score_gpt":0.366325728832034,"score_spread":0.08326623858989313,"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."}}