{"id":"W2999150146","doi":"10.1093/brain/awz405","title":"Mapping migraine to a common brain network","year":2019,"lang":"en","type":"article","venue":"Brain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institutes of Health; Academy of Finland; Suomen Lääketieteen Säätiö; Nancy Lurie Marks Family Foundation; Sidney R. Baer, Jr. Foundation","keywords":"Migraine; Neuroscience; Migraine Disorders; Medicine; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002120082,0.0003403792,0.000480775,0.002179066,0.0003533997,0.0009606635,0.0005225624,0.0003511909,0.00174993],"category_scores_gemma":[0.009436146,0.0002819626,0.001176752,0.001997814,0.0006509143,0.0007804303,0.001206849,0.0003862532,0.0001138589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824646,"about_ca_system_score_gemma":0.0005834864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995167,"about_ca_topic_score_gemma":0.005968635,"domain_scores_codex":[0.9983646,0.0007596601,0.00006000429,0.0006458814,0.0001103097,0.00005947945],"domain_scores_gemma":[0.9971272,0.001659663,0.0005611619,0.0004060574,0.0001874723,0.00005842129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001185972,0.0001043665,0.712243,0.001698509,0.01144907,0.001222359,0.002658876,0.03499928,0.03999965,0.02460339,0.002865297,0.1669703],"study_design_scores_gemma":[0.0001493581,0.0004517066,0.8263258,0.0001880627,0.003680135,0.001528372,0.0009053347,0.09293421,0.003578767,0.06497392,0.005230415,0.00005380605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889104,0.002285736,0.1037794,0.0004845259,0.00002605057,0.0001338907,0.001231606,0.0002763951,0.002872],"genre_scores_gemma":[0.98268,0.0003954489,0.01599158,0.00004177643,0.00001244371,0.000105373,0.0005548124,0.00002589153,0.0001927082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005995167,"threshold_uncertainty_score":0.01192051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916261647982947,"score_gpt":0.2913487770483888,"score_spread":0.2721861605685593,"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."}}