{"id":"W4385260629","doi":"10.1093/eurjcn/zvad066","title":"Implementation of patient education for patients with atrial fibrillation: nationwide cross-sectional survey and one-year follow-up","year":2023,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Foundation","keywords":"Medicine; Cross-sectional study; Atrial fibrillation; Internal medicine; Emergency medicine; Cardiology; Pediatrics; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003478804,0.0002728259,0.0004953241,0.001345776,0.0007945782,0.0009355159,0.0005106812,0.001183472,0.001730219],"category_scores_gemma":[0.005906333,0.0005774529,0.001013086,0.001683463,0.0003800709,0.001507544,0.001271893,0.001233404,0.0007468317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221062,"about_ca_system_score_gemma":0.001182654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396271,"about_ca_topic_score_gemma":0.01410754,"domain_scores_codex":[0.9974207,0.0008457134,0.0004707445,0.0003420439,0.0004572941,0.0004635095],"domain_scores_gemma":[0.9934586,0.0009022689,0.003142592,0.0003389813,0.0009364127,0.001221136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007299725,0.0002838001,0.9980075,0.00002099806,0.00003174958,0.00003828893,0.0003849395,0.0000289175,0.00005996401,0.00000491101,0.0001515396,0.0009143656],"study_design_scores_gemma":[0.000006857074,0.0003864811,0.998512,0.00001006689,0.00001386396,0.00006487595,0.0007697049,0.0000644379,0.00003144499,0.000003457898,0.0001300446,0.000006768053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984735,0.00008370106,0.0000548421,0.00007498958,0.00000498473,0.00005915578,0.0009697578,0.000004437919,0.0002745614],"genre_scores_gemma":[0.9978281,0.0001241336,0.0001459111,0.0001153362,0.000005565012,0.000106672,0.001421003,0.000002494975,0.0002507539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396271,"threshold_uncertainty_score":0.02776289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630311882864567,"score_gpt":0.334763855530794,"score_spread":0.2884607367021483,"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."}}