{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008241959,0.0007694315,0.001784443,0.002811655,0.000308024,0.0009703559,0.0008848842,0.001071766,0.01014387],"category_scores_gemma":[0.003589117,0.000261595,0.0008917604,0.001916998,0.0004283985,0.001005798,0.0006112203,0.001317359,0.00325427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253506,"about_ca_system_score_gemma":0.001184467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003359012,"about_ca_topic_score_gemma":0.00482842,"domain_scores_codex":[0.9993649,0.000166876,0.00014241,0.00009091408,0.0001912196,0.00004369908],"domain_scores_gemma":[0.9989508,0.000576415,0.0002431891,0.00002035409,0.0001635949,0.00004559206],"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":[0.00008172711,0.00003063025,0.0003319704,0.04170305,0.0001688355,0.0001245304,0.00005004027,0.00008475636,0.0001520439,0.001335815,0.06076583,0.8951708],"study_design_scores_gemma":[0.0001511268,0.0002036622,0.005580186,0.1233854,0.001283064,0.005789969,0.0002827295,0.0001246262,0.0002555749,0.003546757,0.8593458,0.00005112869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003562315,0.9989039,0.00002556051,0.0002658926,0.000171503,0.000003905566,0.00001724426,0.000002337593,0.0005739822],"genre_scores_gemma":[0.0008627407,0.9982127,0.00007344839,0.0002872861,0.0003245765,0.000006825644,0.00003645692,0.00000123249,0.0001947649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01014387,"threshold_uncertainty_score":0.03393465,"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."}}