{"id":"W2260435540","doi":"10.1111/head.12755","title":"Direct and Indirect Costs of Chronic and Episodic Migraine in the United States: A Web‐Based Survey","year":2016,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"Migraine; Chronic Migraine; Medicine; Indirect costs; Disease burden; Quality of life (healthcare); Psychiatry; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009409176,0.0001804107,0.0005567375,0.000230919,0.0001052495,0.00001154854,0.00009360557,0.00006551675,0.00001038695],"category_scores_gemma":[0.001013047,0.00007514346,0.00006012995,0.0003340804,0.000371204,0.00004962484,0.00003171337,0.0002707892,4.104589e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005317621,"about_ca_system_score_gemma":0.0001464363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175153,"about_ca_topic_score_gemma":0.005146255,"domain_scores_codex":[0.9971686,0.001702345,0.0004769547,0.0001207238,0.0002733265,0.0002580355],"domain_scores_gemma":[0.9950798,0.004291031,0.0002261268,0.0001745223,0.0001235114,0.0001050648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002839398,0.0005582235,0.9116942,0.0006724509,0.0004232402,0.00008355456,0.0148384,0.00001364952,0.0151056,0.000030903,0.03327415,0.02046617],"study_design_scores_gemma":[0.009862023,0.005166466,0.9507495,0.002957969,0.0003160112,0.0004260327,0.006132767,0.002096344,0.001301245,0.0001036562,0.0206015,0.0002865126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664275,0.01976282,0.000186724,0.01321872,0.000006825624,0.0002842778,0.000029482,0.000005627262,0.00007799943],"genre_scores_gemma":[0.9882932,0.01047177,0.00003616757,0.0009933385,0.00004951303,0.000003452368,0.00000515999,0.00001105778,0.000136364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03905522,"threshold_uncertainty_score":0.3261051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486820847611467,"score_gpt":0.2977115095065406,"score_spread":0.262843301030426,"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."}}