{"id":"W2974540736","doi":"10.3390/medicina55100611","title":"Subclinical Atrial Fibrillation and Risk of Stroke: Past, Present and Future","year":2019,"lang":"en","type":"review","venue":"Medicina","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"","keywords":"Atrial fibrillation; Medicine; Stroke (engine); Asymptomatic; Subclinical infection; Internal medicine; Cardiology; Incidence (geometry); Cardiac monitoring; Risk factor; Intensive care 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":[0.0009358671,0.0008332859,0.002114531,0.003901014,0.0002205841,0.00124136,0.0007778984,0.001278833,0.003406441],"category_scores_gemma":[0.002742706,0.0003600114,0.001696741,0.00347931,0.0004591418,0.001252832,0.0005882622,0.001312993,0.0004259146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008653245,"about_ca_system_score_gemma":0.001579514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822367,"about_ca_topic_score_gemma":0.00544416,"domain_scores_codex":[0.9994962,0.0001484155,0.0001249202,0.00006493482,0.0001374197,0.00002820359],"domain_scores_gemma":[0.9987549,0.0008176754,0.0002529348,0.00001724784,0.0001236175,0.00003376223],"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":[0.0002347118,0.00006566894,0.001789745,0.1558752,0.001675237,0.0001634951,0.0001850873,0.0003471489,0.0002384145,0.002852063,0.01843666,0.8181366],"study_design_scores_gemma":[0.0001727559,0.0003591162,0.02304557,0.267454,0.009742224,0.004478283,0.0006008745,0.0004737266,0.0002824701,0.006810612,0.6864779,0.0001024734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007419127,0.9996009,0.00001101298,0.0001268233,0.0000413253,0.000001394493,0.000009828629,9.8998e-7,0.0001334148],"genre_scores_gemma":[0.0009556685,0.9988213,0.00003281303,0.00006234806,0.00005519234,0.00000328338,0.00001253186,2.898953e-7,0.00005651957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003901014,"threshold_uncertainty_score":0.01139563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09749946903880159,"score_gpt":0.4020808129480821,"score_spread":0.3045813439092805,"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."}}