{"id":"W4377984219","doi":"10.1093/europace/euad122.027","title":"Number of comorbidities is associated with symptom severity and arrhythmia progression in paroxysmal atrial fibrillation - Data from the RACE V study","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Comorbidity; Paroxysmal atrial fibrillation; Implantable loop recorder; Multivariate analysis; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008872024,0.0001849645,0.0004808213,0.0005338368,0.0002353164,0.0004710614,0.0003640776,0.0003378372,0.001840972],"category_scores_gemma":[0.002011223,0.0001511765,0.001005144,0.0008896663,0.0001356842,0.0003008905,0.0004500952,0.0003447904,0.0002351035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309582,"about_ca_system_score_gemma":0.0002147143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990294,"about_ca_topic_score_gemma":0.003860188,"domain_scores_codex":[0.9994301,0.0001821605,0.0001019842,0.0001444231,0.00008122023,0.00006008209],"domain_scores_gemma":[0.9971282,0.0005533744,0.001374488,0.0003621184,0.0001976966,0.0003842253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006480698,0.00002060981,0.9977046,0.00002463726,0.000225793,0.0000368397,0.00003234663,0.00003929329,0.0001822274,0.00001420348,0.0001355288,0.0009358008],"study_design_scores_gemma":[0.00002424983,0.00008801796,0.9992747,0.000007674247,0.0001146509,0.0001105317,0.00004334269,0.0001332726,0.00003550523,0.0000127,0.0001524162,0.000003033052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974612,0.0004311389,0.00009316139,0.00002884503,0.000005799212,0.000009862751,0.001623318,0.000003210443,0.0003434046],"genre_scores_gemma":[0.9977708,0.0001244466,0.00008647965,0.00001737399,0.00001699204,0.00001958628,0.001814917,0.00000316486,0.0001461715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002990294,"threshold_uncertainty_score":0.00615871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08904721036067624,"score_gpt":0.3716573542494054,"score_spread":0.2826101438887291,"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."}}