{"id":"W616950982","doi":"10.1212/wnl.84.14_supplement.p1.054","title":"High Frequency of Short Paroxysms of Newly Detected Atrial Fibrillation after Stroke and TIA. Systematic Review and Meta-Analysis (P1.054)","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Meta-analysis; Atrial fibrillation; Stroke (engine); Medicine; Cardiology; Internal medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01709865,0.002915036,0.01862477,0.005337544,0.0006480548,0.003651175,0.001999763,0.00361226,0.003927693],"category_scores_gemma":[0.04235522,0.002148107,0.05796259,0.005463839,0.001002308,0.002463908,0.001665609,0.002386426,0.0003283178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211541,"about_ca_system_score_gemma":0.00271779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007756248,"about_ca_topic_score_gemma":0.01354583,"domain_scores_codex":[0.9854651,0.007356491,0.003641311,0.001800708,0.001259829,0.0004765574],"domain_scores_gemma":[0.9783906,0.01621232,0.003361258,0.0006559428,0.001139955,0.0002399096],"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":[0.002222785,0.00001928236,0.005064857,0.1937758,0.7935629,0.0001267955,0.00005226345,0.0003264339,0.0001768205,0.00007962418,0.0003757797,0.004216625],"study_design_scores_gemma":[0.0005817686,0.0001184693,0.002493566,0.008687705,0.9872686,0.0000787164,0.00001929643,0.0001226526,0.00005873598,0.0001032267,0.0004531933,0.00001408771],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008009888,0.9892124,0.0008764791,0.0002926735,0.0003162555,0.0003534071,0.0005731264,0.00004323172,0.0003225525],"genre_scores_gemma":[0.464819,0.5229578,0.004928331,0.002092099,0.0006615488,0.002441384,0.001221021,0.00006973345,0.0008091864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01862477,"threshold_uncertainty_score":0.0904274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07246232040158349,"score_gpt":0.3169214351330839,"score_spread":0.2444591147315004,"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."}}