{"id":"W4298000364","doi":"10.1177/03000605221126380","title":"Epidemiology and treatment utilization for Canadian patients with migraine: a literature review","year":2022,"lang":"en","type":"review","venue":"Journal of International Medical Research","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Migraine; Triptans; Medical prescription; Epidemiology; MEDLINE; Health care; Migraine treatment; PsycINFO; Quality of life (healthcare); Intensive care medicine; Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003963592,0.0001946155,0.001524792,0.0008244418,0.0001373168,0.000009175915,0.0002320844,0.0001857286,0.001002393],"category_scores_gemma":[0.0250895,0.000103111,0.0003814155,0.0003650277,0.0001359224,0.00004250872,0.00006095459,0.001057271,0.000002224906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806006,"about_ca_system_score_gemma":0.003310901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005819653,"about_ca_topic_score_gemma":0.002704035,"domain_scores_codex":[0.9967555,0.0004983262,0.0008873116,0.0002220649,0.001307123,0.0003296328],"domain_scores_gemma":[0.9941065,0.003248197,0.0003685406,0.0001338066,0.001441659,0.0007013141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001158105,0.0001591371,0.0008210591,0.01324275,0.001093589,0.0002186195,0.0000725329,9.028568e-9,1.605785e-9,0.0003032681,0.1245396,0.8594336],"study_design_scores_gemma":[0.0008529713,0.00181942,0.0002366036,0.07407463,0.0004266787,0.0005731493,0.0000163186,0.000004129577,6.048581e-9,0.0000319795,0.9218981,0.00006595432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006393621,0.9858594,0.00001081614,0.01216099,0.00008192841,0.00108544,0.0001198284,0.000002025166,0.0006731819],"genre_scores_gemma":[0.000003839024,0.9954431,0.000254508,0.0009908008,0.000653161,0.000172798,0.000559556,0.00002301296,0.001899228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8593677,"threshold_uncertainty_score":0.9999108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3412441378232455,"score_gpt":0.5545217890193724,"score_spread":0.213277651196127,"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."}}