{"id":"W2991001293","doi":"10.1161/circulationaha.119.040267","title":"Searching for Atrial Fibrillation Poststroke","year":2019,"lang":"en","type":"review","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":245,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Hamilton Health Sciences; University of Toronto; McMaster University; Population Health Research Institute","funders":"British Heart Foundation","keywords":"Medicine; Atrial fibrillation; Cardiology; Stroke (engine); 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":[0.001172035,0.0003438077,0.0006104122,0.002036696,0.0008154965,0.001243739,0.0006019567,0.001580554,0.009458856],"category_scores_gemma":[0.0103936,0.0002092573,0.0007177955,0.001018576,0.0002770522,0.001069491,0.0006954246,0.001208139,0.005040266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004191741,"about_ca_system_score_gemma":0.0008842975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003319934,"about_ca_topic_score_gemma":0.004127752,"domain_scores_codex":[0.9986001,0.0002767296,0.0003371442,0.0002585304,0.000389734,0.0001378158],"domain_scores_gemma":[0.9966648,0.001085548,0.0008666727,0.0001825185,0.0007944599,0.0004058517],"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":[0.0003759351,0.0001793302,0.2558461,0.001817781,0.000235655,0.001472178,0.0007207657,0.00007731809,0.0007672682,0.0007973322,0.1317011,0.6060092],"study_design_scores_gemma":[0.0003127075,0.001226724,0.6073281,0.01842209,0.00117961,0.01880701,0.002710025,0.0007905316,0.002489309,0.00561383,0.3409381,0.0001820137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.2984509,0.2551528,0.01061864,0.1651035,0.01007756,0.001271448,0.01428558,0.001445945,0.2435935],"genre_scores_gemma":[0.6788161,0.1837503,0.01169509,0.06950847,0.01129158,0.000725167,0.009610417,0.0001833401,0.03441962],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009458856,"threshold_uncertainty_score":0.03164309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2252862966845725,"score_gpt":0.4389118992264066,"score_spread":0.2136256025418341,"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."}}