{"id":"W4224862220","doi":"10.1017/cjn.2022.43","title":"OnabotulinumtoxinA Reduces Health Resource Utilization in Chronic Migraine: PREDICT Study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada); University of Ottawa; St. Paul's Hospital; University of Calgary; Centre Hospitalier de l’Université de Montréal; Island Health","funders":"Allergan; H. Lundbeck A/S; Teva Pharmaceutical Industries; Eli Lilly and Company; Amgen","keywords":"Medicine; Observational study; Migraine; Adverse effect; Emergency department; Physical therapy; Work productivity; Health care; Emergency medicine; Pediatrics; Productivity; Internal medicine; Psychiatry","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":[0.001108318,0.0006080191,0.0006731171,0.0003006195,0.0005812584,0.0006941289,0.0006461688,0.0004437953,0.00170373],"category_scores_gemma":[0.001903517,0.0003057183,0.0007652307,0.0007645809,0.0003194209,0.0002178363,0.0004635102,0.0006505882,0.0002315162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529678,"about_ca_system_score_gemma":0.003814791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1271496,"about_ca_topic_score_gemma":0.1821423,"domain_scores_codex":[0.9993145,0.0001766053,0.00003400787,0.0001052358,0.0001808605,0.0001888156],"domain_scores_gemma":[0.9986351,0.0001853675,0.00051083,0.00007513517,0.0002406897,0.0003527685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04282429,0.003172559,0.9155551,0.000545189,0.001883578,0.0001407549,0.0001856392,0.0002631554,0.000795649,0.0001093473,0.003559399,0.03096537],"study_design_scores_gemma":[0.004329764,0.00417319,0.988273,0.0000555868,0.0009244537,0.0001162392,0.00009414089,0.000350622,0.0001007611,0.00003740586,0.001529197,0.00001575273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942186,0.001539446,0.00004217919,0.0002253462,0.00001491166,0.0003117997,0.002611881,0.00001023485,0.0010257],"genre_scores_gemma":[0.993891,0.001771269,0.0003145859,0.0002699494,0.00008153083,0.0003057723,0.002824743,0.000005066032,0.0005360854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271496,"threshold_uncertainty_score":0.252819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07189633971502235,"score_gpt":0.3324400660799058,"score_spread":0.2605437263648834,"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."}}