{"id":"W2172070550","doi":"10.1136/hrt.2007.134486","title":"Short- and long-term outcomes following atrial fibrillation in patients with acute coronary syndromes with or without ST-segment elevation","year":2008,"lang":"en","type":"review","venue":"Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Atrial fibrillation; Acute coronary syndrome; Myocardial infarction; ST elevation; Proportional hazards model","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001381568,0.0005325699,0.002191529,0.0004094561,0.0001125364,0.00004783291,0.00005675507,0.0002152104,0.00004901552],"category_scores_gemma":[0.00003442352,0.0003151546,0.0003821634,0.0003988321,0.00005044083,0.0002711742,0.0000654331,0.0001996937,0.00001455209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088067,"about_ca_system_score_gemma":0.0002028896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005817007,"about_ca_topic_score_gemma":0.00001811104,"domain_scores_codex":[0.9975983,0.0001004449,0.0007285881,0.0005499683,0.0006981501,0.0003245449],"domain_scores_gemma":[0.9990615,0.0001707977,0.0002420977,0.0003411488,0.00005930848,0.000125185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005423155,0.000008026464,0.8886827,0.00132215,0.0008569506,0.0001075227,0.00002611476,0.000004004004,1.93809e-8,0.000002442138,0.00003578949,0.1084119],"study_design_scores_gemma":[0.003928228,0.0008442823,0.9345527,0.005266561,0.00232228,0.0001320225,0.000005534272,0.000007178948,4.12046e-8,5.820858e-7,0.052524,0.0004166455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5469667,0.4457148,0.00007526839,0.0001462725,0.0003551373,0.0065558,0.00002917132,0.0001315229,0.00002525186],"genre_scores_gemma":[0.03472004,0.9604365,0.001164243,0.00007489186,0.000377598,0.00002125534,0.001496115,0.0001451349,0.001564196],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5147217,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09149211612314044,"score_gpt":0.3740386522871873,"score_spread":0.2825465361640468,"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."}}