{"id":"W2019411927","doi":"10.1007/s00423-002-0324-8","title":"The value of standard serum tumor markers in differentiating mucinous from serous cystic tumors of the pancreas: CEA, Ca 19-9, Ca 125, Ca 15-3","year":2002,"lang":"en","type":"article","venue":"Langenbeck s Archives of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Tumor marker; Medicine; CA19-9; Differential diagnosis; Serous fluid; Pathology; Pancreas; Internal medicine; Carcinoembryonic antigen; Gastroenterology; Cancer; Pancreatic cancer","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":[0.004044542,0.0007774334,0.0007408236,0.001970953,0.00023703,0.001312875,0.0006407425,0.001056939,0.0005161741],"category_scores_gemma":[0.01773628,0.0003215273,0.0003746451,0.00109929,0.0008429459,0.001419048,0.0003270108,0.001059004,0.0002837851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006106793,"about_ca_system_score_gemma":0.0007686675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088483,"about_ca_topic_score_gemma":0.002719664,"domain_scores_codex":[0.9987708,0.0005438708,0.0001315893,0.0001349088,0.000334437,0.00008436519],"domain_scores_gemma":[0.9887018,0.008209553,0.0006031248,0.0004411081,0.001319664,0.0007246496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01402532,0.0001989484,0.8458552,0.0002359655,0.000533885,0.0008412052,0.0001367446,0.001738669,0.01253689,0.0003023902,0.0007097924,0.1228851],"study_design_scores_gemma":[0.0006926315,0.005963496,0.8800745,0.0002602965,0.002167183,0.01146896,0.0006633746,0.03566133,0.05509552,0.002203367,0.005588097,0.0001612846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500995,0.04237477,0.003061235,0.0007459556,0.0002061664,0.0000284973,0.0001611694,0.00008733364,0.003235432],"genre_scores_gemma":[0.9931408,0.0037335,0.002488982,0.00009627593,0.0001100549,0.000008595337,0.0001142014,0.00001164037,0.000295978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004044542,"threshold_uncertainty_score":0.02138984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531702041811613,"score_gpt":0.2622481282847018,"score_spread":0.2369311078665857,"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."}}