{"id":"W4379348332","doi":"10.1007/s11910-023-01278-y","title":"Medication Overuse Headache: an Updated Review and Clinical Recommendations on Management","year":2023,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Topiramate; Migraine; Clinical trial; Epidemiology; Psychiatry; Intensive care medicine; Physical therapy; Internal medicine","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":[0.001279634,0.0003485137,0.001465183,0.0002495063,0.0002506881,0.00001911727,0.000106643,0.0001720258,0.00002275706],"category_scores_gemma":[0.0004814115,0.000259404,0.0001898472,0.0004684123,0.0004240754,0.00008227905,0.0002254882,0.0009166382,0.00001206214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001119805,"about_ca_system_score_gemma":0.0001286303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001983103,"about_ca_topic_score_gemma":0.000004338695,"domain_scores_codex":[0.9965899,0.000391833,0.001181465,0.001254681,0.0002626285,0.0003194891],"domain_scores_gemma":[0.9982028,0.0001687558,0.0006077427,0.0006668789,0.00004372636,0.0003101008],"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":[0.0000130418,0.0004286617,0.0006972883,0.02140926,0.00006337012,0.0008697709,0.00001529331,1.614415e-8,1.730093e-7,0.000184512,0.1369126,0.839406],"study_design_scores_gemma":[0.0001187359,0.0005948935,0.003458958,0.00513372,0.002108788,0.001628521,0.000001687735,0.000005924075,3.924825e-8,0.00003930493,0.9867406,0.0001688274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001287334,0.9925932,0.000004907556,0.004640273,0.0007359412,0.001524278,0.00001483386,0.0001173099,0.0002404905],"genre_scores_gemma":[0.00002352006,0.9944719,0.00001069714,0.004412614,0.0001338099,0.000114513,0.0002410163,0.00002952079,0.0005624136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.849828,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2729916282902627,"score_gpt":0.5191865074549428,"score_spread":0.24619487916468,"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."}}