{"id":"W4392195042","doi":"10.4103/singaporemedj.smj-2022-114","title":"Migraine and atrial fibrillation: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Singapore Medical Journal","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Meta-analysis; Migraine; Systematic review; MEDLINE; Cardiology; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003336547,0.0005896639,0.01313193,0.0005405244,0.0001790644,0.0001095289,0.0001220183,0.0003603167,0.001108504],"category_scores_gemma":[0.003210023,0.0002825228,0.006519766,0.0009287058,0.0002113617,0.00004397507,0.0001552524,0.001440073,0.00002688208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006182627,"about_ca_system_score_gemma":0.0005665949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000708779,"about_ca_topic_score_gemma":0.00001604042,"domain_scores_codex":[0.9954246,0.0005047953,0.002078871,0.0004642575,0.001213551,0.0003139113],"domain_scores_gemma":[0.9975218,0.000547608,0.0006935209,0.0003319111,0.0001702967,0.0007349139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000212912,0.000003293514,6.580147e-7,0.7197808,0.2568289,0.0004829722,0.00006107681,4.698407e-9,1.097575e-9,0.00003090192,0.01623614,0.006573173],"study_design_scores_gemma":[0.00009045471,0.00005359013,1.651394e-7,0.1029865,0.5458236,0.008818148,0.00001425538,0.000004009585,8.242292e-10,0.00002978544,0.3420521,0.000127363],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.646682e-7,0.9872666,0.00002539964,0.01115472,0.00004692681,0.001197078,0.00003124753,0.00003180375,0.0002460762],"genre_scores_gemma":[0.000001844024,0.9926309,0.0001748645,0.0008150793,0.002123928,0.00001775908,0.00005049491,0.00004354044,0.004141574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6167943,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304193437453246,"score_gpt":0.4259877614364631,"score_spread":0.2955684176911385,"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."}}