{"id":"W2076771204","doi":"10.1016/j.surg.2013.12.003","title":"A novel serum marker for biliary tract cancer: Diagnostic and prognostic values of quantitative evaluation of serum mucin 5AC (MUC5AC)","year":2013,"lang":"en","type":"article","venue":"Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Internal medicine; Biliary tract cancer; Gastroenterology; Mucin; Stage (stratigraphy); Tumor marker; Cancer; Biomarker; Immunoassay; Population; Lymph node; Pathology; Immunology; Antibody","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":[0.001011322,0.000385156,0.0003879912,0.001064542,0.0002674226,0.0006373993,0.0002106849,0.0005033073,0.0004019448],"category_scores_gemma":[0.001302995,0.0001338853,0.000323874,0.0008145249,0.0003484192,0.0005115277,0.0003299687,0.0004344534,0.00009187029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333998,"about_ca_system_score_gemma":0.0004304691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007721,"about_ca_topic_score_gemma":0.001028069,"domain_scores_codex":[0.9996661,0.00011794,0.00003188765,0.00005826513,0.00008889194,0.00003686249],"domain_scores_gemma":[0.9994499,0.0001173409,0.0001716448,0.00003682346,0.000126559,0.00009768544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003215368,0.0002810527,0.9268013,0.0002207599,0.0003312861,0.0001675383,0.0001230926,0.0002301943,0.03564776,0.0001883355,0.0002071396,0.03258627],"study_design_scores_gemma":[0.0002066009,0.005130637,0.9569027,0.00005622239,0.0007212737,0.002726807,0.0003618454,0.004603242,0.02595121,0.0003702227,0.002923709,0.0000456233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920461,0.00569561,0.001300683,0.00009752267,0.00003599565,0.0000236101,0.0001373269,0.00001685223,0.0006463355],"genre_scores_gemma":[0.9980964,0.0004441785,0.00107573,0.00003443084,0.00002402299,0.00001033512,0.0001088025,0.000001286414,0.0002047935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001064542,"threshold_uncertainty_score":0.005348444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07927909842139627,"score_gpt":0.3363085867264264,"score_spread":0.2570294883050301,"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."}}