{"id":"W2122182372","doi":"10.1177/0333102412437390","title":"The premonitory phase of migraine and migraine management","year":2012,"lang":"en","type":"review","venue":"Cephalalgia","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Migraine; Medicine; Migraine treatment; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005082065,0.0004535612,0.001626348,0.0001638051,0.00017204,0.00001316652,0.0001773773,0.000182259,0.00006343857],"category_scores_gemma":[0.00005453144,0.0002586853,0.0005575271,0.0002428596,0.000301634,0.00003255151,0.0002028201,0.0003544412,0.00003947454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004910718,"about_ca_system_score_gemma":0.00006403089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134485,"about_ca_topic_score_gemma":0.000008314651,"domain_scores_codex":[0.9981313,0.00009648838,0.0007000059,0.0003271061,0.0003048888,0.0004401687],"domain_scores_gemma":[0.9984949,0.000258487,0.0003304865,0.0006460648,0.00008282308,0.0001872461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002962188,0.0002246931,0.00002667395,0.04523985,0.001241385,0.00002764554,0.0002853959,1.820936e-9,0.000001723731,0.0004028074,0.06066084,0.8918594],"study_design_scores_gemma":[0.000932838,0.000190219,0.0001213814,0.006476777,0.005527077,0.0001070281,0.000177274,7.586506e-7,0.000002044879,0.00001981096,0.9862378,0.000206969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003344503,0.9892557,0.00000628585,0.0001758401,0.0001078173,0.001366289,0.00003259309,0.00003714602,0.008984843],"genre_scores_gemma":[0.0001157325,0.9616182,0.0002389853,0.00003986065,0.0004737388,0.0001385969,0.00007337127,0.00005734312,0.0372442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.925577,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09283025302677322,"score_gpt":0.4064367367281146,"score_spread":0.3136064837013414,"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."}}