{"id":"W3048057124","doi":"10.1007/s11910-020-01067-x","title":"Management of Menstrual Migraine","year":2020,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Migraine; Neurology; Medicine; Pain medicine; Migraine Disorders; Internal medicine; Anesthesia; Psychiatry; Anesthesiology","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":[0.0001951016,0.0003363886,0.001599891,0.0001591553,0.00009036418,0.000006718628,0.00009754725,0.0001135777,0.0000093567],"category_scores_gemma":[0.0001116379,0.000248218,0.0003302786,0.0004109688,0.000490324,0.00003125654,0.0002941402,0.0005424608,0.000002692528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005615239,"about_ca_system_score_gemma":0.0001250913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.297124e-7,"about_ca_topic_score_gemma":2.85018e-7,"domain_scores_codex":[0.9977348,0.00007670186,0.0007664682,0.0008415816,0.0002774215,0.0003030325],"domain_scores_gemma":[0.998841,0.00005630636,0.0005087786,0.0003721211,0.00003476563,0.0001869522],"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":[0.00002094015,0.000149044,0.0003890017,0.02915884,0.00005645636,0.008613698,0.00005426121,4.535245e-8,0.000006847762,0.0002105292,0.004118609,0.9572217],"study_design_scores_gemma":[0.0001051083,0.0004462079,0.0005771983,0.001842746,0.0009372187,0.006562588,0.000003423234,0.000003137342,0.000002066101,0.00002550698,0.9893557,0.0001390625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003378766,0.997482,0.000008092192,0.0003753928,0.0004386996,0.0006789277,0.000008324338,0.00003788482,0.0006327774],"genre_scores_gemma":[0.0006836371,0.9987047,0.00001870902,0.0001890244,0.00009440559,0.00003922465,0.00001111613,0.00001972628,0.0002394338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852371,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002784400283141,"score_gpt":0.3965741830017309,"score_spread":0.2962957429734168,"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."}}