{"id":"W2916669046","doi":"10.1177/1747493019830577","title":"Incidence, clinical features and outcomes of atrial fibrillation and stroke in Qatar","year":2019,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Hamad Medical Corporation","keywords":"Atrial fibrillation; Medicine; Stroke (engine); Internal medicine; Cardiology; Incidence (geometry); Modified Rankin Scale; Ischemic stroke","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":[0.001156968,0.0002087573,0.0002542262,0.001167913,0.0003875925,0.0005375696,0.0002436121,0.0003506901,0.001964024],"category_scores_gemma":[0.002447275,0.0001490798,0.0002565848,0.00133952,0.0003205277,0.0004521119,0.0004446418,0.0003343041,0.0002549264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006543922,"about_ca_system_score_gemma":0.0005746435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008196906,"about_ca_topic_score_gemma":0.006224477,"domain_scores_codex":[0.9994618,0.0001214529,0.00007834853,0.0001110438,0.0001358042,0.00009151777],"domain_scores_gemma":[0.9983507,0.0001407281,0.001137077,0.00004201075,0.000213875,0.0001155682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005612621,0.00002031603,0.9977785,0.00001763385,0.00003177024,0.00005673043,0.00006876064,0.00006143348,0.00007659261,0.0000331525,0.0002347633,0.001564252],"study_design_scores_gemma":[0.00000547312,0.00004787087,0.999186,0.00001327369,0.0000158306,0.0002992115,0.0000839741,0.0001510464,0.00001799862,0.00004538344,0.0001311053,0.000002803935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972112,0.0008449598,0.0001141135,0.0002257147,0.000006972508,0.00001307277,0.0009043479,0.000004327908,0.0006752804],"genre_scores_gemma":[0.9988115,0.0002218518,0.00009045427,0.00005942038,0.00001639055,0.000008170611,0.0007275025,7.39821e-7,0.00006388132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008196906,"threshold_uncertainty_score":0.01629841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707336709603384,"score_gpt":0.3831211928357358,"score_spread":0.3460478257397019,"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."}}