{"id":"W4412521844","doi":"10.1016/j.medcli.2025.107104","title":"Fibrilación auricular subclínica","year":2025,"lang":"es","type":"editorial","venue":"Medicina Clínica","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","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001719727,0.001508023,0.003522064,0.001083181,0.0004788626,0.0001848013,0.001118688,0.002433337,0.003756193],"category_scores_gemma":[0.009407054,0.001283604,0.001587484,0.001597547,0.0005639235,0.0002118721,0.0008004726,0.00213438,0.002383468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006599405,"about_ca_system_score_gemma":0.001963397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002973778,"about_ca_topic_score_gemma":0.00003080825,"domain_scores_codex":[0.9902216,0.0005229776,0.002426528,0.001896362,0.003431058,0.001501451],"domain_scores_gemma":[0.9908201,0.004270633,0.001019312,0.002428789,0.0007107538,0.000750483],"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":[0.0009132896,0.00004454397,0.01397554,0.002762677,0.001416227,0.0003620727,0.0001428781,0.000007916802,0.00007811049,0.002650179,0.9659526,0.01169399],"study_design_scores_gemma":[0.006420569,0.0007639552,0.005487207,0.004092719,0.005318686,0.000007542162,0.0003066524,0.0001081228,0.0000773766,0.0002286231,0.976159,0.001029555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007391871,0.01294215,0.0004462074,0.02665357,0.8382883,0.003350805,0.0002145274,0.0006585548,0.1167067],"genre_scores_gemma":[0.007762671,0.01166745,0.0003482883,0.0008282163,0.7916684,0.00002979653,0.002153419,0.0001692197,0.1853726],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06866592,"threshold_uncertainty_score":0.9997669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727321947862706,"score_gpt":0.3455965045992825,"score_spread":0.3183232851206555,"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."}}