{"id":"W4401823791","doi":"10.1177/03331024241274343","title":"Disability in migraine: Multicountry results from the Chronic Migraine Epidemiology and Outcomes – International (CaMEO-I) Study","year":2024,"lang":"en","type":"article","venue":"Cephalalgia","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"AbbVie","keywords":"Migraine; Medicine; International Classification of Headache Disorders; Checklist; Chronic Migraine; Anxiety; Epidemiology; Presenteeism; Allodynia; Depression (economics); Physical therapy; Quality of life (healthcare); Cross-sectional study; Internal medicine; Psychiatry; Absenteeism; Nociception; Hyperalgesia; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406018,0.0002418497,0.0005748288,0.00006217523,0.0000804607,0.00002394166,0.0001639211,0.0001002632,0.0001477416],"category_scores_gemma":[0.003514281,0.0001427952,0.0001537647,0.0001829255,0.0003565988,0.00006878832,0.0001800066,0.0004701798,0.00004180473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929633,"about_ca_system_score_gemma":0.00007001891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004091074,"about_ca_topic_score_gemma":0.009016147,"domain_scores_codex":[0.9979614,0.0002229322,0.0006671703,0.0006127516,0.0001995445,0.0003362015],"domain_scores_gemma":[0.9957814,0.003557737,0.00006190599,0.0004608334,0.00004750404,0.0000905873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001654425,0.0003522847,0.9534574,0.00006150659,0.0003693076,0.00006626143,0.00568053,0.000002170317,0.00008528629,0.000163489,0.03693051,0.0026658],"study_design_scores_gemma":[0.002447807,0.0001899607,0.958331,0.000143436,0.0001291813,0.00001274288,0.002242978,0.001359198,0.000004922677,0.0004357888,0.03457613,0.0001268977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336334,0.009447323,0.00000831452,0.0550577,0.0002706533,0.0006915154,0.0001670225,0.00008432895,0.0006397528],"genre_scores_gemma":[0.995041,0.0005232738,0.0001281385,0.0009594703,0.000544797,0.00006662633,0.0001282936,0.00002026397,0.002588126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06140761,"threshold_uncertainty_score":0.6184507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746060383424447,"score_gpt":0.3653936787131885,"score_spread":0.327933074878944,"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."}}