{"id":"W4413985181","doi":"10.1016/j.rec.2025.07.010","title":"Key messages on subclinical atrial fibrillation from the ARTESiA and NOAH trials","year":2025,"lang":"es","type":"article","venue":"Revista Española de Cardiología (English Edition)","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Medtronic; Boston Scientific Corporation","keywords":"Atrial fibrillation; Subclinical infection; Key (lock); Cardiology; Internal medicine; Medicine; Computer science; Computer security","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":[0.02660576,0.002117676,0.005298961,0.001915951,0.0005854852,0.003891777,0.003462532,0.008491106,0.04225748],"category_scores_gemma":[0.1398733,0.0008251739,0.005856753,0.00237325,0.000928787,0.003743432,0.002255314,0.009043762,0.007397382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496766,"about_ca_system_score_gemma":0.003832727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003454045,"about_ca_topic_score_gemma":0.005724487,"domain_scores_codex":[0.9835497,0.008074845,0.0033676,0.001166222,0.003012635,0.0008290382],"domain_scores_gemma":[0.8746233,0.09855343,0.0127164,0.002536024,0.008463333,0.003107546],"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":[0.01685945,0.000109853,0.003530595,0.1004567,0.0159214,0.0004783369,0.0002037243,0.0003772397,0.0004988454,0.003295316,0.7154096,0.142859],"study_design_scores_gemma":[0.05723561,0.001063558,0.03565275,0.1151523,0.05366543,0.0006590163,0.0002874612,0.0003875838,0.0007820983,0.02290881,0.7118993,0.0003061941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002763828,0.4070216,0.001387024,0.4062541,0.1329242,0.0007971292,0.02771296,0.0002215644,0.02091754],"genre_scores_gemma":[0.04414069,0.1868799,0.002829314,0.4556623,0.2830536,0.002185474,0.01142343,0.0002870765,0.01353815],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04225748,"threshold_uncertainty_score":0.1413654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05038357635074239,"score_gpt":0.3531816963690372,"score_spread":0.3027981200182948,"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."}}