{"id":"W2059780047","doi":"10.1097/00006676-200611000-00079","title":"PREDICTIVE MARKERS OF TREATMENT RESPONSE TO 5-FU AND GEMCITABINE IN PANCREATIC CANCER","year":2006,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thymidylate synthase; Gemcitabine; Pancreatic cancer; Oncology; Medicine; Internal medicine; Cancer research; Adenocarcinoma; Cancer; Fluorouracil","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":[0.0005200246,0.0001642694,0.0006708259,0.0002720487,0.00003362103,0.000005158045,0.00005010294,0.00009219196,0.0001916582],"category_scores_gemma":[0.0003084551,0.0001283646,0.00005091229,0.0003156899,0.00014685,0.00003521148,0.00003486097,0.00009341085,0.00001312242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004875249,"about_ca_system_score_gemma":0.0005195656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01721072,"about_ca_topic_score_gemma":0.000977274,"domain_scores_codex":[0.9986284,0.0002055529,0.0003319181,0.0002887518,0.0002036055,0.0003417615],"domain_scores_gemma":[0.9988663,0.0005481471,0.00005987976,0.0002479939,0.00008959437,0.0001881038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02101961,0.0002720389,0.9661484,0.00008248803,0.0001270317,0.0001053109,0.000270156,0.00001535955,0.009216692,0.0001111334,0.0004689036,0.002162878],"study_design_scores_gemma":[0.003649258,0.003362413,0.988556,0.000244178,0.0002605049,0.00004486013,0.0001685817,0.001075508,0.0008475304,0.0001081124,0.001581996,0.0001010074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887292,0.001786137,0.00006360302,0.001058469,0.00002474278,0.0009440279,0.00004860948,0.00002286973,0.007322379],"genre_scores_gemma":[0.9938801,0.0006780332,0.001121902,0.00009171508,0.00007949727,0.0003403907,0.00001204172,0.00001848515,0.003777816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240765,"threshold_uncertainty_score":0.9893337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851344846751649,"score_gpt":0.3285733278041139,"score_spread":0.3100598793365974,"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."}}