{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225534,0.0004286428,0.0004511267,0.004242467,0.001496159,0.003130442,0.0008152631,0.0004809292,0.002890629],"category_scores_gemma":[0.006969895,0.0001810897,0.0006169146,0.008956656,0.001598739,0.001179757,0.001153776,0.001029836,0.0001207423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0515304,"about_ca_system_score_gemma":0.04006822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691086,"about_ca_topic_score_gemma":0.9720691,"domain_scores_codex":[0.9986487,0.0002573161,0.00006150331,0.00006038722,0.0007472477,0.000224775],"domain_scores_gemma":[0.9951756,0.001190674,0.0007852754,0.00009114754,0.002260238,0.0004971162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003204755,0.0001563848,0.7280182,0.00110805,0.0006373335,0.000819679,0.002178334,0.01746572,0.0002098261,0.03255775,0.03394928,0.1825791],"study_design_scores_gemma":[0.00004613056,0.00006525024,0.9102818,0.001368713,0.0002733431,0.0007081506,0.004740144,0.01542348,0.00009230358,0.02110655,0.0457783,0.000115869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6119969,0.1403736,0.006595011,0.1133754,0.0006185136,0.0002898911,0.02040425,0.00006816225,0.1062784],"genre_scores_gemma":[0.9579572,0.03625455,0.001760138,0.001249987,0.0002515571,0.00003488428,0.001365501,0.0000157484,0.00111043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0515304,"threshold_uncertainty_score":0.373881,"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."}}