{"id":"W4290631409","doi":"10.1186/s10194-022-01467-z","title":"Measuring interictal burden among people affected by migraine: a descriptive survey study","year":2022,"lang":"en","type":"article","venue":"The Journal of Headache and Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Membrane Reactor Technologies (Canada)","funders":"","keywords":"Migraine; Medicine; Ictal; Calcitonin gene-related peptide; Internal medicine; Quality of life (healthcare); Physical therapy; Psychiatry; Epilepsy","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":[0.009011733,0.0001640359,0.0004886591,0.0001117018,0.0004028068,0.00001818986,0.0001577547,0.00002480322,0.00008766133],"category_scores_gemma":[0.0007196725,0.0001037655,0.00011755,0.0003083822,0.00007054135,0.0000639744,0.0001545995,0.0006684001,8.095554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007876838,"about_ca_system_score_gemma":0.00007790472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181687,"about_ca_topic_score_gemma":0.003077357,"domain_scores_codex":[0.9964274,0.002334911,0.0004025783,0.0001165521,0.00048398,0.0002346131],"domain_scores_gemma":[0.9986562,0.0006793187,0.0002292282,0.0001601028,0.0001579456,0.0001172214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001876158,0.0008086362,0.6529825,0.00006685605,0.001003351,0.0001004775,0.1060811,0.00001351958,0.007724036,0.000001306992,0.2283564,0.0009856599],"study_design_scores_gemma":[0.00234918,0.005885936,0.8679736,0.00007748031,0.0004172978,0.0004687262,0.1194681,0.0003107262,0.0001009684,0.00001770208,0.00275755,0.0001728061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935802,0.004328537,0.0001342844,0.001347059,0.0000262245,0.0003956619,0.00001272833,0.00001207467,0.0001632209],"genre_scores_gemma":[0.997959,0.0001281997,0.00002440066,0.0002464663,0.0001394821,0.00001147627,0.000006521512,0.00001882763,0.001465628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255988,"threshold_uncertainty_score":0.6321487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036299801485777,"score_gpt":0.2633060722188294,"score_spread":0.2229430742039716,"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."}}