{"id":"W4380577185","doi":"10.1177/03331024231180611","title":"Chronic Migraine Epidemiology and Outcomes – International (CaMEO-I) Study: Methods and multi-country baseline findings for diagnosis rates and care","year":2023,"lang":"en","type":"article","venue":"Cephalalgia","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AbbVie","keywords":"Migraine; Medicine; Epidemiology; Chronic Migraine; International Classification of Headache Disorders; Observational study; Cohort; Cohort study; Health care; Cross-sectional study; Demography; Physical therapy; Pediatrics; Family medicine; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310286,0.0008503238,0.001014877,0.003866876,0.001436667,0.001852074,0.001749185,0.001018845,0.003038286],"category_scores_gemma":[0.01713968,0.0006795336,0.002475764,0.008209557,0.0005119403,0.001041821,0.002642667,0.001008812,0.0008069524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933857,"about_ca_system_score_gemma":0.001778482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03295837,"about_ca_topic_score_gemma":0.03180861,"domain_scores_codex":[0.9872752,0.007010082,0.001743138,0.001722696,0.001239826,0.001009125],"domain_scores_gemma":[0.9885209,0.001405492,0.005991994,0.001702818,0.0016295,0.0007493197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006607358,0.00007697504,0.9951115,0.000137021,0.0007034348,0.00003863066,0.0001827576,0.00005380288,0.0000863727,0.0001163713,0.001522994,0.001309313],"study_design_scores_gemma":[0.0002199615,0.0001655253,0.996208,0.00008372925,0.00040785,0.0001673679,0.0003183897,0.0001412773,0.00007852736,0.00004336833,0.002148866,0.00001705517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8468824,0.006544692,0.004692773,0.0007264838,0.000143175,0.004238969,0.1283209,0.0001214703,0.008329214],"genre_scores_gemma":[0.9368595,0.0009472281,0.005310421,0.0004675211,0.0001135095,0.008996055,0.04613154,0.00007573926,0.001098453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03295837,"threshold_uncertainty_score":0.06929535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07530420249967751,"score_gpt":0.4518542816535198,"score_spread":0.3765500791538423,"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."}}