{"id":"W3112236122","doi":"10.3390/curroncol28010012","title":"Near Miss or Standard of Care? DPYD Screening for Cancer Patients Receiving Fluorouracil","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"DPYD; Dihydropyrimidine dehydrogenase; Medicine; Capecitabine; Fluorouracil; Dosing; Genotyping; Toxicity; Pharmacogenetics; Internal medicine; Oncology; Pharmacology; Genotype; Cancer; Thymidylate synthase; Colorectal cancer; Genetics; Gene; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005677993,0.0001351927,0.0004340502,0.0004737356,0.001494176,0.0008466718,0.0003999094,0.001033782,0.003789904],"category_scores_gemma":[0.004839513,0.0001069356,0.0002406358,0.000510262,0.000498989,0.0009780462,0.0006820129,0.001486548,0.0004694728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036568,"about_ca_system_score_gemma":0.002409564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661083,"about_ca_topic_score_gemma":0.03572628,"domain_scores_codex":[0.9993293,0.0001908018,0.00006762515,0.00007497346,0.0001453239,0.0001919584],"domain_scores_gemma":[0.9984652,0.0003525078,0.0003515572,0.00004788678,0.0002557782,0.0005270216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000862295,0.0003226721,0.5631033,0.0005488835,0.00008912352,0.1237386,0.002433418,0.0006070134,0.00240308,0.004572113,0.05652621,0.2447933],"study_design_scores_gemma":[0.0001860013,0.001598743,0.4225804,0.003654775,0.0002422202,0.4141129,0.01804908,0.004199925,0.003345258,0.01798589,0.1138041,0.0002406123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7215137,0.0308462,0.002997496,0.2015134,0.001118623,0.0001200331,0.0005685127,0.0002075267,0.04111449],"genre_scores_gemma":[0.9806743,0.003428816,0.001597265,0.01244024,0.0004243692,0.00001390321,0.0001667544,0.00002354161,0.001230835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661083,"threshold_uncertainty_score":0.0330283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461423524314125,"score_gpt":0.4293032802720495,"score_spread":0.283160927840637,"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."}}