{"id":"W4412975143","doi":"10.1016/j.recesp.2025.07.005","title":"Mensajes clave de los estudios ARTESiA y NOAH sobre la fibrilación auricular subclínica","year":2025,"lang":"es","type":"article","venue":"Revista Española de Cardiología","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":"","keywords":"Medicine; Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002162322,0.0007124367,0.001944385,0.0004248352,0.0003145795,0.0003485754,0.0004168417,0.0006845782,0.00008526199],"category_scores_gemma":[0.001699658,0.0006478134,0.00135527,0.0008984303,0.0003181374,0.000137335,0.0003716601,0.0006168123,0.0002623866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116198,"about_ca_system_score_gemma":0.000599437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002100182,"about_ca_topic_score_gemma":0.000001077698,"domain_scores_codex":[0.995245,0.001310628,0.001006786,0.0009078039,0.0004533322,0.001076469],"domain_scores_gemma":[0.9965865,0.001317364,0.0003509437,0.001176497,0.0002336097,0.0003350796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004512802,0.00002964734,0.7865095,0.002734949,0.00323532,0.000747614,0.0001582218,0.0003951579,0.003660069,0.1331528,0.05967593,0.009249466],"study_design_scores_gemma":[0.001799508,0.0001323145,0.2801435,0.00120563,0.002676416,0.00008470493,0.0002049292,0.0004016668,0.0003816577,0.0003304447,0.7121519,0.0004872814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5826938,0.09994696,0.023057,0.02927461,0.002299762,0.007536019,0.0002784544,0.001427697,0.2534857],"genre_scores_gemma":[0.9690654,0.01388541,0.0008496579,0.001261003,0.00269695,0.00002849113,0.0001141997,0.00008344708,0.01201539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.652476,"threshold_uncertainty_score":0.9995973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976030749318589,"score_gpt":0.3328559549991769,"score_spread":0.3130956475059909,"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."}}