{"id":"W2525342867","doi":"10.1097/mpa.0000000000000710","title":"Precision Medicine and Pancreatic Cancer","year":2016,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Gemcitabine; Deoxycytidine kinase; Pancreatic cancer; Medicine; Oncology; Deoxycytidine; Internal medicine; Nucleoside transporter; Antimetabolite; Nucleoside analogue; Predictive marker; Fluorouracil; Cancer; Nucleoside; Biology; Transporter","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":[0.008028788,0.000509774,0.00120611,0.001817521,0.0005262872,0.003599995,0.0006465825,0.001474288,0.003276243],"category_scores_gemma":[0.01087346,0.0001909608,0.0006845451,0.001870814,0.002780712,0.001505451,0.001549448,0.002256635,0.000716041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218428,"about_ca_system_score_gemma":0.003120017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619559,"about_ca_topic_score_gemma":0.001579502,"domain_scores_codex":[0.9962759,0.001850071,0.0002529476,0.0005535891,0.0009391237,0.0001284125],"domain_scores_gemma":[0.9885077,0.00717598,0.001937776,0.0008336835,0.001243885,0.0003009936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003742304,0.0001166536,0.02981831,0.002895989,0.0007604515,0.0005691082,0.0003209893,0.004517859,0.002459566,0.09612185,0.0310658,0.8309791],"study_design_scores_gemma":[0.000190599,0.0008487065,0.04776109,0.006255857,0.0006233316,0.005863608,0.0006292518,0.005009007,0.00579477,0.3994462,0.5273754,0.0002022269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01373722,0.8548743,0.02142537,0.07847887,0.002079612,0.000060029,0.0005568247,0.0002907164,0.028497],"genre_scores_gemma":[0.3785264,0.5542107,0.02718729,0.02606094,0.008030192,0.0001609398,0.0006835368,0.0000699657,0.005070029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008028788,"threshold_uncertainty_score":0.0424608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05304534219934543,"score_gpt":0.3840976032207948,"score_spread":0.3310522610214494,"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."}}