{"id":"W4211232574","doi":"10.1161/circresaha.116.308407","title":"Cardioembolic Stroke","year":2017,"lang":"en","type":"review","venue":"Circulation Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":411,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Stroke (engine); Cardiology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004280264,0.0004060188,0.001152327,0.00150221,0.0007646089,0.001147543,0.0003986227,0.0008698878,0.03225857],"category_scores_gemma":[0.002302454,0.0001216314,0.0008284418,0.002215169,0.000241401,0.0005015028,0.0006747848,0.001446478,0.01208308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164099,"about_ca_system_score_gemma":0.001235599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004059956,"about_ca_topic_score_gemma":0.004353796,"domain_scores_codex":[0.9992321,0.00008868471,0.00009223862,0.00009939826,0.0003561653,0.0001315695],"domain_scores_gemma":[0.9989297,0.0001153745,0.000213306,0.00008541054,0.0004249758,0.0002311962],"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":[0.0005027805,0.0002854925,0.09473214,0.003293549,0.0009331588,0.00252919,0.0001535988,0.000195513,0.0006997827,0.007179205,0.3102803,0.5792152],"study_design_scores_gemma":[0.000262758,0.0003954179,0.2920946,0.004181166,0.000816414,0.01943793,0.0003138588,0.0004346843,0.0004731346,0.01177583,0.6697338,0.00008052915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06283427,0.2720271,0.006922269,0.01424928,0.007495719,0.001296429,0.04552495,0.000994395,0.5886557],"genre_scores_gemma":[0.4575884,0.26645,0.004288751,0.01699429,0.01285912,0.001073361,0.06655444,0.0002239106,0.1739677],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03225857,"threshold_uncertainty_score":0.1079156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7739995488940925,"score_gpt":0.6214754087425142,"score_spread":0.1525241401515783,"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."}}