{"id":"W4210297452","doi":"10.1161/str.53.suppl_1.wmp97","title":"Abstract WMP97: Differences Between Atrial Fibrillation Detected Before And After Stroke And Tia: A Systematic Review & Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Internal medicine; Heart failure; Odds ratio; Cardiology; Meta-analysis; Confidence interval; Ejection fraction; Coronary artery disease; Strictly standardized mean difference","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":[0.01019113,0.003238115,0.02012238,0.006419024,0.0007039926,0.00367647,0.002230425,0.002807011,0.0108695],"category_scores_gemma":[0.03112152,0.001574033,0.04335035,0.007756087,0.0007098463,0.002170603,0.001888788,0.002165147,0.0008802892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485487,"about_ca_system_score_gemma":0.003729615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007925597,"about_ca_topic_score_gemma":0.01261988,"domain_scores_codex":[0.9929172,0.003177131,0.002099921,0.000728477,0.0007684571,0.0003088716],"domain_scores_gemma":[0.9895009,0.006867393,0.002165871,0.0003982417,0.0008937301,0.0001738003],"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":[0.001030659,0.00001720486,0.001554654,0.4828876,0.5076476,0.0001187843,0.00005568636,0.0003258807,0.0001661541,0.0001426479,0.001433203,0.004619988],"study_design_scores_gemma":[0.0009771648,0.0001020025,0.002254307,0.03476708,0.9590168,0.00008559364,0.00003096451,0.00016446,0.00008093709,0.0002781811,0.002219687,0.00002288996],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006264051,0.9832907,0.001832291,0.0006915077,0.0006398329,0.001646888,0.004682464,0.0001527268,0.0007996516],"genre_scores_gemma":[0.2283663,0.7449169,0.006116168,0.003153355,0.0008808538,0.009804351,0.004580043,0.000157076,0.002024978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02012238,"threshold_uncertainty_score":0.05389649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622581446050278,"score_gpt":0.3795435493215363,"score_spread":0.2172854047165085,"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."}}