{"id":"W2910847655","doi":"10.5430/jst.v9n1p10","title":"Malignant obstructive jaundice; NCI Cairo University study: Review of 232 patients","year":2019,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Jaundice; Malignancy; Internal medicine; Gastroenterology; Obstructive jaundice; Pancreatic cancer; Cancer; Periampullary cancer; Etiology; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007251712,0.0002533894,0.0008473917,0.002932441,0.000530482,0.00064019,0.0007254695,0.000502409,0.003030476],"category_scores_gemma":[0.001881765,0.0003396638,0.0002808869,0.006345163,0.0002825726,0.0005077447,0.0004670682,0.0002570851,0.0002494236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485901,"about_ca_system_score_gemma":0.001598554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02073081,"about_ca_topic_score_gemma":0.03089485,"domain_scores_codex":[0.9994314,0.00007805819,0.0001575113,0.0001084798,0.0001488792,0.00007556876],"domain_scores_gemma":[0.9983808,0.0003264212,0.0008848169,0.00005228833,0.0002247243,0.0001310832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002089942,0.00006193461,0.9747774,0.003538973,0.0002286219,0.00201885,0.0004817085,0.00003116193,0.0002240911,0.00004279755,0.003508691,0.01487683],"study_design_scores_gemma":[0.00003520305,0.00006215661,0.9922698,0.0007786096,0.0001431378,0.002387022,0.0005698209,0.0000446477,0.0000532269,0.000008229777,0.003639132,0.000009082554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520397,0.1371218,0.00008760623,0.0008012262,0.0000467173,0.0002470968,0.006987097,0.00002429047,0.002644362],"genre_scores_gemma":[0.9439126,0.05014016,0.0002559485,0.0004726165,0.000118237,0.0002677523,0.004315813,0.000007671952,0.0005091093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02073081,"threshold_uncertainty_score":0.04122031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109657397993035,"score_gpt":0.2564969153835595,"score_spread":0.245531175584256,"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."}}