{"id":"W3055846320","doi":"10.1097/jp9.0000000000000055","title":"Serum biomarker CD163 predicts overall survival in patients with pancreatic ductal adenocarcinoma","year":2020,"lang":"en","type":"article","venue":"Journal of Pancreatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Gastroenterology; Internal medicine; Medicine; Receiver operating characteristic; Biomarker; CD163; Chemistry","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":[0.0003193135,0.0001865775,0.0002724093,0.000415145,0.0002047161,0.0003378236,0.0001130276,0.0002858287,0.0007852056],"category_scores_gemma":[0.001107644,0.0001051901,0.0002304922,0.0003587544,0.0001254474,0.0002339098,0.0002592237,0.000347674,0.0001446002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134237,"about_ca_system_score_gemma":0.0001088196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004726917,"about_ca_topic_score_gemma":0.0005839057,"domain_scores_codex":[0.9998924,0.00002792773,0.00001719866,0.00002290694,0.00002030753,0.00001942328],"domain_scores_gemma":[0.9994476,0.0000939254,0.0002031265,0.00002793992,0.00009798201,0.0001293768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002006479,0.00001671818,0.9977006,0.000007372521,0.00002292731,0.0000504391,0.00001298615,0.00003564379,0.0004091824,0.000005746469,0.00006669223,0.001471055],"study_design_scores_gemma":[0.0000135552,0.0002271166,0.9976399,0.000007855227,0.00005567389,0.0005654229,0.000105979,0.000729028,0.0002655227,0.00006018921,0.000325988,0.000003818961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989104,0.0006001586,0.00009609467,0.00004273498,0.00001137206,0.000003063494,0.0001000184,0.000003652687,0.0002325861],"genre_scores_gemma":[0.9996638,0.00006749608,0.00004760429,0.00001172481,0.0000099985,0.000002522564,0.0001049342,4.347978e-7,0.00009141841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007852056,"threshold_uncertainty_score":0.002626777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986474696174036,"score_gpt":0.288364483823325,"score_spread":0.2584997368615846,"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."}}