{"id":"W4303449010","doi":"10.1016/j.jcrc.2022.154161","title":"Increased long-term mortality following new-onset atrial fibrillation in the intensive care unit: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Atrial fibrillation; Intensive care unit; Meta-analysis; Term (time); Intensive care medicine; Cardiology; Internal medicine","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":[0.01626732,0.003069452,0.02351331,0.008234381,0.0007583668,0.003853651,0.002380077,0.002834441,0.00287338],"category_scores_gemma":[0.04013965,0.001959575,0.05016756,0.008184341,0.0007954244,0.002006144,0.001790009,0.002114507,0.0002650359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071787,"about_ca_system_score_gemma":0.004014842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007275692,"about_ca_topic_score_gemma":0.01448707,"domain_scores_codex":[0.9872116,0.00577754,0.003931148,0.001380742,0.001277676,0.000421214],"domain_scores_gemma":[0.9714627,0.02042043,0.005090626,0.0007932665,0.001930964,0.0003018716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009065231,0.00002053614,0.004337301,0.3063392,0.6806194,0.0001434446,0.00006417455,0.0005333188,0.0001412885,0.0000769676,0.0003586777,0.006459196],"study_design_scores_gemma":[0.0002586143,0.0001147465,0.003103054,0.02496658,0.9702989,0.00009950552,0.00002859327,0.0001577862,0.00007227033,0.0001099457,0.0007704734,0.00001951715],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004332328,0.9941524,0.0004584239,0.0001767896,0.0001228114,0.0002139984,0.000372214,0.00002128634,0.000149779],"genre_scores_gemma":[0.1717339,0.8211977,0.002858971,0.001124695,0.0004002149,0.001483993,0.0008661746,0.00003679487,0.00029756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02351331,"threshold_uncertainty_score":0.0860309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2904722334319633,"score_gpt":0.4832013637329637,"score_spread":0.1927291303010004,"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."}}