{"id":"W4387337976","doi":"10.1016/j.cjca.2023.06.269","title":"ATRIAL FIBRILLATION RECURRENCE IN PATIENTS WITH TRANSIENT, NEW-ONSET ATRIAL FIBRILLATION DETECTED DURING HOSPITALIZATION FOR MEDICAL ILLNESS OR NON-CARDIAC SURGERY: A PROSPECTIVE, MATCHED COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiac surgery; Cardiology; Internal medicine; Prospective cohort study; Cohort; Medical illness; Population; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009313346,0.0005857641,0.0008469551,0.001218737,0.001371896,0.001442251,0.00091077,0.001497226,0.001927326],"category_scores_gemma":[0.003142185,0.001069444,0.001575874,0.001990762,0.000512853,0.001414216,0.0008235796,0.001602061,0.0004296221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006776665,"about_ca_system_score_gemma":0.0008704035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02507567,"about_ca_topic_score_gemma":0.02770962,"domain_scores_codex":[0.9989477,0.0001740181,0.0001274113,0.0003928303,0.0001462936,0.0002118617],"domain_scores_gemma":[0.9979647,0.0002767493,0.0007234846,0.0003206753,0.0002483383,0.0004660828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006012068,0.0001519924,0.9981517,0.000009432331,0.0002137628,0.0001359108,0.00009454383,0.00001782974,0.000174608,0.00001650663,0.00008094663,0.0003514837],"study_design_scores_gemma":[0.00008564345,0.0003568789,0.9982198,0.000008151571,0.0001720218,0.0004351968,0.0003997595,0.0001513242,0.00003069338,0.00002215977,0.0001061062,0.00001226529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999034,0.0002346139,0.000068487,0.0000254815,0.00001781591,0.00001973665,0.000365556,0.000002765968,0.0002314056],"genre_scores_gemma":[0.9990496,0.0001497421,0.00007918906,0.00004363674,0.00002608862,0.00002110264,0.000470106,0.000002796199,0.0001578197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02507567,"threshold_uncertainty_score":0.04985946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054042272208333,"score_gpt":0.2802205933852142,"score_spread":0.2596801706631308,"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."}}