{"id":"W3109860127","doi":"10.1093/ehjci/ehaa946.0363","title":"Sepsis associated new onset atrial fibrillation; risk factors and long term outcomes","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Retrospective cohort study; Sepsis; Cohort; Internal medicine; Stroke (engine); Medical record; Cohort study; Diabetes mellitus; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005640322,0.000179591,0.0003178238,0.0006762735,0.0004239918,0.0007569914,0.0002262777,0.0003185272,0.001635218],"category_scores_gemma":[0.002127754,0.0001039985,0.0003440075,0.001056876,0.0002369125,0.0003826272,0.0005240978,0.0006557294,0.0001726782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864422,"about_ca_system_score_gemma":0.0004424152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017625,"about_ca_topic_score_gemma":0.002265166,"domain_scores_codex":[0.9995894,0.00008822059,0.00008158861,0.00007507396,0.00007382171,0.00009180149],"domain_scores_gemma":[0.9973349,0.0003162265,0.001664879,0.00006608509,0.0001897543,0.0004281834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003696538,0.00001745138,0.998929,0.0000155323,0.00003755569,0.00007413221,0.00001424146,0.00001915934,0.00003615921,0.000009661294,0.00007646799,0.0007337707],"study_design_scores_gemma":[0.000004010314,0.00004971864,0.999012,0.00002331557,0.0000316823,0.0004435203,0.0000777727,0.0001336921,0.00003307377,0.00004557603,0.0001422615,0.000003343264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954973,0.002397713,0.0001209135,0.0001985249,0.00002585942,0.000008852391,0.000797847,0.000003995545,0.0009488516],"genre_scores_gemma":[0.9989147,0.0004890706,0.00006403511,0.00004259528,0.0000446184,0.000007774787,0.0003521312,9.783193e-7,0.00008401249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0017625,"threshold_uncertainty_score":0.005470395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303497682359937,"score_gpt":0.3513845302186134,"score_spread":0.2210347619826197,"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."}}