{"id":"W3215735483","doi":"10.1159/000520101","title":"Differences between Atrial Fibrillation Detected before and after Stroke and TIA: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Cerebrovascular Diseases","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Lawson Health Research Institute; Western University","funders":"London Health Sciences Foundation","keywords":"Medicine; Stroke (engine); Atrial fibrillation; Internal medicine; Heart failure; Cardiology; Myocardial infarction; Coronary artery disease; Ejection fraction; Meta-analysis; Heart disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01186542,0.002424666,0.01781738,0.005880269,0.0007078535,0.003077313,0.002137573,0.002288646,0.003484789],"category_scores_gemma":[0.03080347,0.001507263,0.04056946,0.007201826,0.000716984,0.001598717,0.001329216,0.001635063,0.0002709311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002443261,"about_ca_system_score_gemma":0.003534771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009292849,"about_ca_topic_score_gemma":0.01813499,"domain_scores_codex":[0.9913718,0.003821247,0.002548711,0.001121766,0.0007931702,0.0003432846],"domain_scores_gemma":[0.9803801,0.01504252,0.002600909,0.00064839,0.001112208,0.0002158131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001488387,0.00002356799,0.007349203,0.2943723,0.688647,0.0001452209,0.00007105502,0.0004747353,0.000158615,0.0001034017,0.0004786484,0.006687857],"study_design_scores_gemma":[0.0004189412,0.000131532,0.005125432,0.01870218,0.9742478,0.00009106856,0.00002881271,0.0001321611,0.00006653988,0.0001282891,0.000910314,0.00001689221],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006637711,0.9914305,0.0004754003,0.0001919478,0.0001401008,0.0002273808,0.0006592516,0.00002310474,0.0002145406],"genre_scores_gemma":[0.2408977,0.7521796,0.00234049,0.001019706,0.0003420902,0.001479517,0.001396781,0.00003439088,0.000309719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01781738,"threshold_uncertainty_score":0.06275111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730085137486243,"score_gpt":0.3404571230033788,"score_spread":0.2674486092547544,"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."}}