{"id":"W2997736149","doi":"10.1093/europace/euz350","title":"Atrial fibrillation and stroke: chicken or egg? Does it really matter?","year":2019,"lang":"en","type":"letter","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute; Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Cardiology; 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":[0.002882683,0.0004767796,0.002093516,0.001263747,0.002721009,0.004666766,0.0009902833,0.03508163,0.01735779],"category_scores_gemma":[0.02538801,0.00047401,0.001153467,0.001057739,0.001973908,0.004417342,0.001209749,0.02280027,0.008570833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889125,"about_ca_system_score_gemma":0.003830014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006721012,"about_ca_topic_score_gemma":0.01053217,"domain_scores_codex":[0.9970058,0.001108158,0.0005114843,0.0003195771,0.0006453312,0.0004095968],"domain_scores_gemma":[0.9895415,0.005057653,0.001052974,0.0002709962,0.001757259,0.002319635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001842463,0.00009121576,0.004416858,0.0002217864,0.00007610388,0.003089315,0.0001384495,0.00005647125,0.0001250327,0.002554566,0.963043,0.02600301],"study_design_scores_gemma":[0.001120709,0.000323286,0.01711825,0.00763507,0.0004186762,0.01439126,0.00226937,0.001036832,0.0002772702,0.03497817,0.9201819,0.0002492954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004833924,0.004530508,0.00003489034,0.9770452,0.01332527,0.000003710993,0.00005980501,0.000009137931,0.004508222],"genre_scores_gemma":[0.009918767,0.007988066,0.0001801749,0.7977512,0.1794692,0.00002420524,0.00006409181,0.00002899512,0.004575129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03508163,"threshold_uncertainty_score":0.05806762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708972537034091,"score_gpt":0.3089759204294217,"score_spread":0.2718861950590808,"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."}}