{"id":"W4293149438","doi":"10.1136/jnnp-2022-329508","title":"Prescription opioid use in multiple sclerosis","year":2022,"lang":"en","type":"letter","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Manitoba Health; Dalhousie University; University of Manitoba","funders":"Janssen Canada; Canadian Institutes of Health Research; Takeda Canada; Research Manitoba; Heart and Stroke Foundation of Canada; Amgen Canada; Pfizer Canada; Bristol-Myers Squibb Canada; AbbVie Canada; Sandoz Canada; Pfizer; Biogen; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Military and Veteran Health Research; Crohn's and Colitis Canada; Amgen; Johns Hopkins University; Multiple Sclerosis Society of Canada; Arthritis Society; Government of Alberta; University of Calgary; Research Nova Scotia; Multiple Sclerosis Society; National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Opioid; Medicine; Medical prescription; Psychiatry; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007520674,0.0003171999,0.000610245,0.0009100361,0.00352843,0.00160456,0.0005843301,0.01346424,0.004600021],"category_scores_gemma":[0.008230153,0.0003299564,0.0005299733,0.001080279,0.0008745652,0.0009319866,0.0006858667,0.006865585,0.001146981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002699567,"about_ca_system_score_gemma":0.003042322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004146,"about_ca_topic_score_gemma":0.03358803,"domain_scores_codex":[0.9991387,0.0002200402,0.0001843398,0.00005677592,0.0001840338,0.0002160748],"domain_scores_gemma":[0.99703,0.001497878,0.0004259253,0.00006415992,0.0004063153,0.0005756155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004308249,0.0004111883,0.125505,0.0003165087,0.00009695909,0.4154591,0.001886733,0.0003645154,0.001250279,0.003841401,0.4161661,0.03427143],"study_design_scores_gemma":[0.000691784,0.0006134235,0.187899,0.002715724,0.0003769483,0.445456,0.007613886,0.006098807,0.001343068,0.01262827,0.3343739,0.0001891761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07325231,0.005800725,0.0001972973,0.8560773,0.008378842,0.00004072166,0.0003060399,0.00005126188,0.05589553],"genre_scores_gemma":[0.4500153,0.004956523,0.0005429593,0.4784985,0.03836,0.00007857757,0.0002042029,0.00005263282,0.0272911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02004146,"threshold_uncertainty_score":0.03984964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05122269438657093,"score_gpt":0.2398764761795963,"score_spread":0.1886537817930254,"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."}}