{"id":"W3174607998","doi":"10.1080/14737167.2021.1945444","title":"Comparative efficacy and safety of rimegepant, ubrogepant, and lasmiditan for acute treatment of migraine: a network meta-analysis","year":2021,"lang":"en","type":"review","venue":"Expert Review of Pharmacoeconomics & Outcomes Research","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"Biohaven Pharmaceuticals","keywords":"Medicine; Somnolence; Adverse effect; Migraine; Placebo; Randomized controlled trial; Anesthesia; Internal medicine; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002126389,0.0007090247,0.01952389,0.0005313643,0.0001238336,0.00001341359,0.0002546079,0.0001626786,0.0004202661],"category_scores_gemma":[0.0002043747,0.0004515717,0.005798083,0.0007980207,0.0004884077,0.00005292195,0.0002763715,0.0003126136,0.000002431507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690541,"about_ca_system_score_gemma":0.0005731486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001775981,"about_ca_topic_score_gemma":0.00005856339,"domain_scores_codex":[0.9948452,0.0008335239,0.002592091,0.0008093672,0.0003690491,0.0005507712],"domain_scores_gemma":[0.9927311,0.004462376,0.001086928,0.0007848555,0.0006639132,0.0002708607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002372774,0.0007738274,0.0001173006,0.1188699,0.7640684,0.00001625039,0.001215251,0.000001251892,0.00001043161,0.0003151508,0.04331093,0.07106407],"study_design_scores_gemma":[0.001201201,0.0004594475,0.00001311404,0.004848836,0.2593659,0.0000164778,0.00008819329,0.00001785941,0.00004127488,0.000003807405,0.7337272,0.0002167032],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006005467,0.9926907,0.00001307479,0.000854658,0.00002470421,0.00498422,0.001002448,0.000007327516,0.0003628471],"genre_scores_gemma":[0.00002989589,0.9946648,0.002146785,0.0001867577,0.000142688,0.0008033267,0.0004593731,0.00005064848,0.001515691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6904162,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.286205095261552,"score_gpt":0.6206020375326795,"score_spread":0.3343969422711275,"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."}}