{"id":"W2187360747","doi":"10.4022/jafib.1187","title":"The Atrial Fibrillation Therapies after ER visit: Outpatient Care for Patients with Acute AF - The AFTER3 Study.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Guideline; Referral; Emergency department; Stroke (engine); Atrial flutter; Outpatient clinic; Internal medicine; Emergency medicine; Observational study; Pediatrics; Physical therapy; Family medicine","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":[0.002197351,0.0004521637,0.0006840416,0.0005395843,0.0008119306,0.0008301312,0.0006938891,0.0009074477,0.002526821],"category_scores_gemma":[0.001821058,0.0005230762,0.00140004,0.001462173,0.0003549139,0.00118745,0.00114711,0.001271838,0.0006117885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009425427,"about_ca_system_score_gemma":0.001939069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01428326,"about_ca_topic_score_gemma":0.02225166,"domain_scores_codex":[0.9985545,0.0006395744,0.0002280771,0.0001970769,0.0001565712,0.0002241981],"domain_scores_gemma":[0.99763,0.0003620072,0.001011624,0.0001593509,0.0001889442,0.0006479924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01257569,0.003759125,0.975435,0.0004459646,0.0002947469,0.0001668267,0.0006181504,0.00006499178,0.0004071822,0.00006021389,0.0008621692,0.005309858],"study_design_scores_gemma":[0.005623228,0.007431511,0.9840644,0.0001091672,0.0002985407,0.000188129,0.0008877833,0.0001868119,0.00007036432,0.00003581138,0.001086446,0.00001775321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949979,0.0004988781,0.00009238505,0.0002291818,0.00001962217,0.001165221,0.001938676,0.000006243581,0.001052147],"genre_scores_gemma":[0.9923095,0.0005808491,0.0006190068,0.0006152941,0.0001034019,0.002052201,0.002922017,0.000007448838,0.0007904095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428326,"threshold_uncertainty_score":0.02840024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498362488313253,"score_gpt":0.2808485228158118,"score_spread":0.2458648979326793,"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."}}