{"id":"W4293860168","doi":"10.1055/a-1933-4366","title":"Preventive Treatment of Migraine","year":2022,"lang":"en","type":"article","venue":"Seminars in Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Toolbox; Migraine; Globe; Chronic Migraine; Focus (optics); Healthcare system; Intensive care medicine; Physical therapy; Physical medicine and rehabilitation; Health care; 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":[0.0006700972,0.0002098211,0.0004769912,0.0008081864,0.0004480095,0.0004776127,0.000328961,0.000589692,0.008720596],"category_scores_gemma":[0.002677181,0.0000849454,0.0004311253,0.0004690138,0.0001396963,0.0002736977,0.0003573736,0.0007407569,0.001012057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594951,"about_ca_system_score_gemma":0.0009571129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514937,"about_ca_topic_score_gemma":0.005481226,"domain_scores_codex":[0.9995819,0.0001453784,0.00004378199,0.00003618633,0.0001447428,0.00004803649],"domain_scores_gemma":[0.9995868,0.0001484533,0.00009591227,0.00002833383,0.00007653636,0.00006408522],"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":[0.0006251596,0.001018247,0.006077754,0.006968382,0.0003147766,0.00033721,0.0003153523,0.00005978822,0.001328996,0.003998189,0.03732764,0.9416285],"study_design_scores_gemma":[0.001226924,0.005095995,0.2116513,0.02187944,0.00167538,0.005161192,0.0007462556,0.0001526569,0.00172895,0.007461717,0.7431738,0.00004650972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05653004,0.7802506,0.001318451,0.03151195,0.002979463,0.0004304794,0.001145561,0.0001098389,0.1257236],"genre_scores_gemma":[0.3014072,0.6626334,0.005884473,0.01241946,0.004517894,0.0004351081,0.000928599,0.00001920558,0.01175461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008720596,"threshold_uncertainty_score":0.02917331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689009803292965,"score_gpt":0.2934633367906827,"score_spread":0.276573238757753,"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."}}