{"id":"W4410621615","doi":"10.1093/europace/euaf085.297","title":"Adverse outcomes in patients with atrial fibrillation and a pacemaker: a cohort study","year":2025,"lang":"en","type":"article","venue":"EP Europace","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Atrial fibrillation; Medicine; Internal medicine; Cardiology; Cohort; Adverse effect; Cohort study","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":[0.001122153,0.0004946094,0.0004799597,0.0009542375,0.0006306917,0.0008597108,0.0004274348,0.0006584934,0.001200345],"category_scores_gemma":[0.00200154,0.000359493,0.0009535022,0.00167856,0.0002896989,0.0006769478,0.0005582756,0.0005887047,0.0001830239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568188,"about_ca_system_score_gemma":0.0004964364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004282747,"about_ca_topic_score_gemma":0.003416677,"domain_scores_codex":[0.9991008,0.0002439722,0.0001127432,0.0002609676,0.0001552946,0.0001261402],"domain_scores_gemma":[0.9982234,0.0002656899,0.000781362,0.0002547881,0.0001636918,0.000311022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003105543,0.00004808687,0.998575,0.00001272056,0.0001661114,0.0001368858,0.00005292608,0.00003922988,0.0001217947,0.00001560046,0.00005962057,0.0004615107],"study_design_scores_gemma":[0.00004866254,0.0003206761,0.9984308,0.00001181928,0.0001189059,0.0004668213,0.0001192761,0.000213945,0.00004101812,0.00003464507,0.0001849947,0.000008365363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998876,0.00024288,0.0001078578,0.0000206927,0.000006495567,0.00002068903,0.0005575406,0.000001824257,0.0001658444],"genre_scores_gemma":[0.998882,0.0001538541,0.00008462965,0.00002332148,0.00002265827,0.00002839156,0.0007297497,0.000001523893,0.00007398274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004282747,"threshold_uncertainty_score":0.008515656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09267830174448526,"score_gpt":0.3725864750934585,"score_spread":0.2799081733489732,"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."}}