{"id":"W2998026276","doi":"10.1016/j.hlc.2019.11.022","title":"Transitions in Atrial Fibrillation Care: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Heart Lung and Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; CINAHL; Emergency department; Transitional care; Discontinuation; Medical prescription; MEDLINE; Health care; Atrial fibrillation; Intensive care medicine; Emergency medicine; Family medicine; Medical emergency; Nursing; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003220514,0.0002371915,0.00216164,0.0002769477,0.00005341599,0.00002948548,0.00002466642,0.0002026405,0.00003373894],"category_scores_gemma":[0.0001171356,0.0001951768,0.0007151617,0.0004048882,0.00001173457,0.00009752809,0.00001191339,0.0001354496,0.00007443314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675668,"about_ca_system_score_gemma":0.000115132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006410488,"about_ca_topic_score_gemma":0.00000259531,"domain_scores_codex":[0.9982095,0.0002269016,0.0008660053,0.0003052654,0.0002491766,0.0001431766],"domain_scores_gemma":[0.9992477,0.0001246498,0.0002364603,0.0002825492,0.00005479033,0.00005387967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004596894,6.29861e-7,0.0007184627,0.98461,0.00009256106,0.00000161318,0.00007182684,0.0000160833,9.212539e-8,0.0001190705,0.00005027222,0.01431475],"study_design_scores_gemma":[0.0005967979,0.00002985056,0.0007885297,0.7450577,0.01125775,0.00007116234,0.00002659713,0.0003563077,7.782229e-9,0.000009409796,0.2415389,0.0002669641],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001520058,0.9928985,0.00003937692,0.0003456834,0.0001913271,0.006223212,0.00000830062,0.00004788964,0.0002304891],"genre_scores_gemma":[0.0006287036,0.9978467,0.0000329709,0.00006711922,0.0005489656,0.00001368259,0.0006326282,0.00003025936,0.0001989661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2414886,"threshold_uncertainty_score":0.7959081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07897330623791868,"score_gpt":0.3865201480411552,"score_spread":0.3075468418032365,"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."}}