{"id":"W3153471666","doi":"10.1017/cjn.2021.75","title":"The Burden of Illness of Migraine in Canada: New Insights on Humanistic and Economic Cost","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada)","funders":"","keywords":"Migraine; Medicine; Medical prescription; Indirect costs; Migraine treatment; Quality of life (healthcare); Physical therapy; Emergency medicine; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001361476,0.0001829698,0.0005620873,0.0003715597,0.0009196184,0.00008785984,0.0006005544,0.00006788332,0.00005564559],"category_scores_gemma":[0.002068642,0.0001058375,0.000116352,0.0005597266,0.003336967,0.0001565828,0.0000486599,0.0006352708,2.518423e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224354,"about_ca_system_score_gemma":0.01807541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5460101,"about_ca_topic_score_gemma":0.9932696,"domain_scores_codex":[0.9974725,0.000354095,0.0008310209,0.0002797772,0.0004446124,0.0006179489],"domain_scores_gemma":[0.9971592,0.0009893905,0.0005449192,0.0001197321,0.000277807,0.0009089596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003401592,0.00004007202,0.9570425,0.00004439163,0.00006653603,0.01036368,0.003463207,0.006140493,0.0002131524,0.006842513,0.00890265,0.006540678],"study_design_scores_gemma":[0.001666143,0.06027242,0.847472,0.0003666092,0.0001421715,0.02484672,0.008969305,0.002413014,0.001060713,0.01778803,0.03448008,0.0005227848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811275,0.004131231,0.000001497556,0.01286608,0.0001885606,0.000105929,0.000007197331,0.000001529618,0.001570462],"genre_scores_gemma":[0.9972042,0.001396764,0.0001309322,0.001021003,0.0001709842,8.165416e-7,1.505103e-7,0.000004763364,0.00007039146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4472594,"threshold_uncertainty_score":0.9993754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747374069459487,"score_gpt":0.2694405484125448,"score_spread":0.2319668077179499,"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."}}