{"id":"W2943664138","doi":"10.1177/1474515119845198","title":"The impact of nurse-led atrial fibrillation clinics on patient and healthcare outcomes: a systematic mixed studies review","year":2019,"lang":"en","type":"review","venue":"European Journal of Cardiovascular Nursing","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; CINAHL; Health care; Cardioversion; Emergency department; MEDLINE; Guideline; Emergency medicine; Population; Management of atrial fibrillation; Patient satisfaction; Intensive care medicine; Medical emergency; Nursing; Internal medicine; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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_broad"],"consensus_categories":[],"category_scores_codex":[0.006510734,0.000487855,0.006887988,0.0002947786,0.0001334113,0.00004694425,0.0001753336,0.00007463087,0.000001790637],"category_scores_gemma":[0.002725342,0.0002396772,0.01152459,0.0003275237,0.0000826876,0.00008141966,0.00004044085,0.0004101576,0.00001524096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958713,"about_ca_system_score_gemma":0.0002353881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.392359e-7,"about_ca_topic_score_gemma":3.323339e-8,"domain_scores_codex":[0.9906681,0.004661214,0.003086868,0.0002658239,0.001075216,0.0002427874],"domain_scores_gemma":[0.9936213,0.001311975,0.003487366,0.000825588,0.0006119438,0.0001418057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001071751,0.00000323196,0.0000607636,0.1945714,0.01888396,0.00004656092,0.000162951,0.0001378425,8.234516e-9,0.00001815335,0.0003202796,0.7856877],"study_design_scores_gemma":[0.001726818,0.001523274,0.0003724002,0.6942938,0.0449434,0.0004701683,0.0003240449,0.000009016248,4.523161e-8,0.000006660221,0.2560776,0.0002527241],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001189584,0.9943357,0.00003630908,0.0002885321,0.002010007,0.002971108,0.000005659225,0.00001242799,0.0002213371],"genre_scores_gemma":[0.0009952649,0.9974394,0.00008480594,0.00001767304,0.001320916,4.875105e-7,0.000009342568,0.00008437924,0.0000477526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.785435,"threshold_uncertainty_score":0.9983748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565740306202763,"score_gpt":0.4380069547181902,"score_spread":0.281432924097914,"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."}}