{"id":"W2065488194","doi":"10.1097/01.mpa.0000297698.99488.6c","title":"HUMAN ENT1 IS PREDICTIVE OF RESPONSE IN PATIENTS WITH PANCREATIC CANCER TREATED WITH GEMCITABINE","year":2007,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gemcitabine; Internal medicine; Oncology; Staining; Immunohistochemistry; Proportional hazards model; Pancreatic cancer; Multivariate analysis; Gastroenterology; Pathology; 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":[0.0006258985,0.0002423181,0.0009846607,0.0003869266,0.00006387471,0.000005163658,0.0001033542,0.0001309536,0.0002651458],"category_scores_gemma":[0.0001327197,0.0001558871,0.00005496937,0.000691733,0.0003190166,0.00007665356,0.000030278,0.00025337,0.000008039056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413652,"about_ca_system_score_gemma":0.0003249983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531909,"about_ca_topic_score_gemma":0.000149444,"domain_scores_codex":[0.9979809,0.0001622282,0.0004529362,0.0003570191,0.0005286168,0.0005182934],"domain_scores_gemma":[0.9986136,0.0003349253,0.0001755244,0.000394615,0.0002397194,0.0002416424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0354803,0.0007394865,0.9606602,0.0001613841,0.000400248,0.0000948456,0.0006483279,0.000001174012,0.0003876251,0.00002529939,0.00002595391,0.001375183],"study_design_scores_gemma":[0.01008584,0.005754597,0.9812195,0.001018634,0.0006563396,0.00001384648,0.0001924298,0.000028532,0.0007211774,0.0000085851,0.0001429154,0.000157634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938087,0.001821677,0.00006535212,0.00006220026,0.000007568059,0.001166424,0.00003865846,0.00003720943,0.002992245],"genre_scores_gemma":[0.9982117,0.000392563,0.000448864,0.00007504156,0.00003207233,0.0001114386,0.00002813761,0.00003854205,0.0006616552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02539446,"threshold_uncertainty_score":0.6356891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630263231515029,"score_gpt":0.320712214902925,"score_spread":0.3044095825877747,"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."}}