{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001286309,0.0003453561,0.0004226196,0.0005012951,0.0001995599,0.0005912875,0.0003193695,0.0005473035,0.002053437],"category_scores_gemma":[0.002864951,0.0001468215,0.0003952879,0.0007441474,0.0001960831,0.0002516386,0.0002317947,0.0006072156,0.0002755414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252567,"about_ca_system_score_gemma":0.0002707051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739179,"about_ca_topic_score_gemma":0.0007388974,"domain_scores_codex":[0.9996712,0.0001468464,0.00003042809,0.00005844257,0.0000604863,0.00003257003],"domain_scores_gemma":[0.9981553,0.0007510097,0.0006975503,0.00007120443,0.00009325539,0.0002317228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004934701,0.00008797499,0.982959,0.00004938406,0.0002459963,0.00004625287,0.00001672809,0.0005236623,0.0006334202,0.00002190339,0.0003746687,0.01010634],"study_design_scores_gemma":[0.0002335639,0.0008918674,0.9942392,0.00002731601,0.0004296188,0.0002552768,0.0000349509,0.002277961,0.0006046965,0.0001456842,0.0008525879,0.000007363364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959614,0.002516492,0.0002408068,0.0002035859,0.00002992049,0.00001657577,0.0004980831,0.00001490288,0.0005183228],"genre_scores_gemma":[0.9984782,0.000338015,0.0002262148,0.00003791769,0.00003565157,0.00001728939,0.0006831231,0.000003116349,0.000180302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002053437,"threshold_uncertainty_score":0.006869435,"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."}}