{"id":"W3012428919","doi":"10.1245/s10434-020-08350-8","title":"The Impact of Preoperative CA19-9 and CEA on Outcomes of Patients with Intrahepatic Cholangiocarcinoma","year":2020,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; CA19-9; Odds ratio; Internal medicine; Confidence interval; Neutrophil to lymphocyte ratio; Gastroenterology; Surgical oncology; Cancer; Overall survival; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001108052,0.0001342967,0.0007125656,0.00003720479,0.00003585761,0.0000025744,0.00007147714,0.00006132273,0.0000260462],"category_scores_gemma":[0.00007211396,0.00006436113,0.0001563136,0.0001366191,0.0003516255,0.00003318208,0.00005221489,0.0001298739,0.000001086054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001660988,"about_ca_system_score_gemma":0.0001080697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130156,"about_ca_topic_score_gemma":0.0000128606,"domain_scores_codex":[0.9990613,0.00007714281,0.0003337977,0.0001595604,0.0001981187,0.0001701073],"domain_scores_gemma":[0.9987424,0.0005099753,0.0001944795,0.0001384942,0.000297703,0.00011696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003346756,0.0003179624,0.9878326,0.00005196523,0.0006449791,0.00002333507,0.001472214,0.000006322482,0.00002672045,0.0001362268,0.001321048,0.004819863],"study_design_scores_gemma":[0.00260158,0.01204051,0.9830086,0.000031378,0.00007926689,0.000003321957,0.0001572565,0.00001851272,0.0006897437,0.00001910453,0.00129062,0.00006006315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879707,0.000781818,9.81394e-7,0.007907004,0.00001986967,0.0003109829,0.00003876451,0.000005442151,0.002964435],"genre_scores_gemma":[0.9989048,0.0006891094,0.00002037453,0.0003094762,0.00002873742,0.000009208026,0.00000764586,0.000008666822,0.00002197771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172255,"threshold_uncertainty_score":0.262457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511449772601287,"score_gpt":0.3505255008475828,"score_spread":0.2993805235874542,"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."}}