{"id":"W2032005887","doi":"10.1017/s0317167100010738","title":"Migraine Prevalence, Treatment and Impact: The Canadian Women and Migraine Study","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Migraine; Triptans; Medicine; Headaches; Medical prescription; Psychosocial; Population; Migraine treatment; Sumatriptan; Psychiatry; Zolmitriptan; Pediatrics; Physical therapy; Internal medicine; Environmental health","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":["sts"],"category_scores_codex":[0.004306319,0.0003694666,0.0005938243,0.0009151332,0.004515487,0.000651934,0.0007365991,0.0001504236,0.0002159119],"category_scores_gemma":[0.002144851,0.0001805693,0.0001783841,0.0008887884,0.007998083,0.0004044514,0.00005492129,0.001319641,0.000001229452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034671,"about_ca_system_score_gemma":0.005254579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0986357,"about_ca_topic_score_gemma":0.9651868,"domain_scores_codex":[0.9964955,0.0004520907,0.0006210384,0.0004882679,0.0005093935,0.001433695],"domain_scores_gemma":[0.9948923,0.0005296612,0.0003521646,0.0001847742,0.000378436,0.003662681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006447045,0.00004703075,0.9900679,0.000006936377,0.00004574842,0.002291224,0.004228196,0.00001301228,0.00003733732,0.0001518912,0.0008104591,0.00223578],"study_design_scores_gemma":[0.0005584178,0.09759054,0.8589612,0.00001468758,0.00008898498,0.03178075,0.001578596,0.0001276259,0.000005910439,0.002488628,0.006613712,0.0001908998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824453,0.001853686,2.717457e-7,0.01367119,0.0001684769,0.0003970995,0.00001593568,0.000009546428,0.001438477],"genre_scores_gemma":[0.9959269,0.00066149,0.0002280276,0.002640677,0.0003236638,0.000008790859,1.592394e-7,0.00001002119,0.0002002601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.866551,"threshold_uncertainty_score":0.9967805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408637748321481,"score_gpt":0.3040151347870583,"score_spread":0.2699287573038435,"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."}}