{"id":"W7019691668","doi":"","title":"Impact of Clinical and Pharmacogenetic Variables on the Risk of Fluoropyrimidine-Related Adverse Events within Ontario","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Adverse effect; Pharmacogenetics; Adverse Event Reporting System; Dosing; Risk assessment; Genetic testing; Adverse drug event; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007838308,0.0002633254,0.0004117069,0.0005578806,0.001508082,0.001121408,0.0007595453,0.0003095427,0.00256622],"category_scores_gemma":[0.006041365,0.0002401192,0.000968122,0.001943489,0.0004653683,0.0003005407,0.0006554761,0.0004289412,0.0001656357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01710233,"about_ca_system_score_gemma":0.01641295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9567639,"about_ca_topic_score_gemma":0.9657258,"domain_scores_codex":[0.9984866,0.000221571,0.00009737524,0.00028759,0.0005023701,0.0004044244],"domain_scores_gemma":[0.9950924,0.0007698024,0.001985811,0.000273846,0.001023536,0.0008547115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517442,0.00001182289,0.9952465,0.00001705669,0.00009638431,0.00008648648,0.0002799034,0.0002177607,0.0001529689,0.00008724421,0.0006449193,0.003007244],"study_design_scores_gemma":[0.000008982873,0.00002191261,0.9983838,0.00001143021,0.00004515109,0.00005754774,0.0002296748,0.0004345754,0.00004582386,0.0000425752,0.0007128246,0.000005787242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990975,0.0005121557,0.0003228995,0.0006861372,0.00001484436,0.00003875694,0.003695222,0.00001378953,0.003741318],"genre_scores_gemma":[0.9982623,0.0001843363,0.0001241445,0.00005190778,0.000005877192,0.00001041258,0.0006812853,0.000005587823,0.0006741679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04323614,"threshold_uncertainty_score":0.1240867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101405059311705,"score_gpt":0.3770312023622751,"score_spread":0.2668906964311045,"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."}}