{"id":"W2283081284","doi":"10.1017/cjn.2015.70","title":"Laboratory and clinical adverse events following initiation of dimethyl fumerate","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Discontinuation; Adverse effect; Internal medicine; Multiple sclerosis; Proteinuria; Cohort; Retrospective cohort study; Medical record; Gastroenterology; Surgery; Immunology","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":[0.001892987,0.0002446327,0.0006566228,0.0008954966,0.0003640493,0.0006030644,0.000281139,0.0002813822,0.001277728],"category_scores_gemma":[0.00378624,0.0001185402,0.0007626594,0.0009804907,0.0002327925,0.0002708768,0.0002576669,0.0007222883,0.0002378787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008871717,"about_ca_system_score_gemma":0.0006437138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062674,"about_ca_topic_score_gemma":0.00437062,"domain_scores_codex":[0.998202,0.0003941644,0.0003155303,0.0002468453,0.0006412612,0.0002002119],"domain_scores_gemma":[0.9917682,0.00112378,0.005577355,0.0001663864,0.0009073559,0.0004568093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00104896,0.00007791428,0.9914154,0.0000985595,0.0001396534,0.0005411261,0.00004510464,0.0001016758,0.0005363956,0.000009445451,0.0001978253,0.005787746],"study_design_scores_gemma":[0.00003757885,0.001138521,0.9951543,0.00003269686,0.00007715099,0.00222807,0.00006453606,0.0001371224,0.0004908807,0.00001369617,0.000617446,0.000008061013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991011,0.003161784,0.0003239489,0.00009521346,0.00001971173,0.0002321138,0.002521012,0.00002931558,0.002605919],"genre_scores_gemma":[0.9973286,0.0005597182,0.0002982418,0.0001203754,0.00002476385,0.00006603705,0.001262822,0.000004300616,0.0003351138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003062674,"threshold_uncertainty_score":0.0100112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279136495362508,"score_gpt":0.3771079716091285,"score_spread":0.2491943220728777,"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."}}