{"id":"W2012176955","doi":"10.1053/j.gastro.2012.06.006","title":"Levels of Gemcitabine Transport and Metabolism Proteins Predict Survival Times of Patients Treated With Gemcitabine for Pancreatic Adenocarcinoma","year":2012,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"European Regional Development Fund; Waalse Gewest; Fonds Erasme; Roche","keywords":"Gemcitabine; Adenocarcinoma; Oncology; Internal medicine; Metabolism; Medicine; Cancer research; Chemotherapy; 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":[0.0004085836,0.0002249327,0.001241373,0.0001910434,0.00003840648,0.000001382446,0.00009449322,0.0001290825,0.0001797277],"category_scores_gemma":[0.00009087422,0.0001602885,0.00009496914,0.000111541,0.0004537754,0.00009171815,0.00003155042,0.0001374706,0.0000012645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000025881,"about_ca_system_score_gemma":0.00006237873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000730848,"about_ca_topic_score_gemma":0.00002510908,"domain_scores_codex":[0.9982122,0.0001234122,0.0005296858,0.0002540887,0.000270844,0.0006098386],"domain_scores_gemma":[0.9988874,0.0001046263,0.0002238844,0.0002767203,0.0003012831,0.0002060432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006756753,0.0007506569,0.9896543,0.0004138239,0.0006606838,0.000003839655,0.0002879911,4.303823e-7,0.001102196,0.0001080642,0.0000428001,0.0002184538],"study_design_scores_gemma":[0.01147431,0.006140972,0.9800945,0.00006727628,0.001258354,0.0000401384,0.00006878775,0.00007783707,0.0006313163,0.00001707113,0.00005997039,0.00006945724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957648,0.0003487784,0.001387671,0.0001798443,0.00004436217,0.001682688,0.000349709,0.00002044618,0.0002217003],"genre_scores_gemma":[0.9947533,0.00003132144,0.004451006,0.00005261512,0.00008349433,0.0001971869,0.0001351944,0.00003186034,0.0002640266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009559797,"threshold_uncertainty_score":0.6536373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266800090907695,"score_gpt":0.2710840579724033,"score_spread":0.2484160570633263,"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."}}