{"id":"W4318462328","doi":"10.1503/cmaj.211969","title":"Diagnosis and acute management of migraine","year":2023,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; Western University","funders":"","keywords":"Migraine; Medicine; Migraine Disorders; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001202016,0.0002025099,0.001338094,0.0003894275,0.000124541,0.00001973278,0.0001171699,0.0004676289,0.0008259884],"category_scores_gemma":[0.0005663605,0.0001548887,0.0004117788,0.0004033097,0.00004422708,0.00002285014,0.00004144494,0.0009131214,0.00009111482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005420411,"about_ca_system_score_gemma":0.001534568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006787406,"about_ca_topic_score_gemma":0.006697199,"domain_scores_codex":[0.9976173,0.00009314674,0.00074331,0.0001695773,0.0009968992,0.0003797374],"domain_scores_gemma":[0.9978652,0.0002437247,0.0003970618,0.0001073503,0.0001890742,0.001197609],"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":[8.692568e-7,0.00001185997,0.0003872013,0.005405208,0.002900011,0.001246168,0.00006674114,1.854041e-9,1.347429e-9,0.0000757781,0.4493791,0.5405271],"study_design_scores_gemma":[0.000350886,0.00004870721,0.00053677,0.01762801,0.002829066,0.0004498047,0.0001431669,7.219164e-7,1.615849e-8,0.00002792732,0.9778723,0.0001126518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002428906,0.9901595,0.000001225409,0.00724822,0.0001588297,0.0003240317,0.0000901026,0.00001336762,0.001980425],"genre_scores_gemma":[0.000002748785,0.9879318,0.00008025988,0.0007590838,0.0008636494,0.0000446549,0.00003757034,0.00003121209,0.01024899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5404145,"threshold_uncertainty_score":0.9043993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628712758512392,"score_gpt":0.3541962881388771,"score_spread":0.3079091605537532,"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."}}