{"id":"W4382343910","doi":"10.1159/000531704","title":"Right Heart Structure and Function after Electrical Cardioversion for Atrial Fibrillation","year":2023,"lang":"en","type":"article","venue":"Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Cardiology; Sinus rhythm; Internal medicine; Atrial fibrillation; Cardioversion; Electrical cardioversion","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":[0.0005195133,0.0002067836,0.0004343718,0.0002338931,0.00014436,0.0004014146,0.0001788956,0.0003197174,0.001066055],"category_scores_gemma":[0.002971709,0.00007401629,0.0003072561,0.0001872331,0.0002329092,0.0002852396,0.0002118288,0.000551692,0.00025785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976916,"about_ca_system_score_gemma":0.00018591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005330612,"about_ca_topic_score_gemma":0.000490242,"domain_scores_codex":[0.9997259,0.00006331257,0.00002714582,0.00006140534,0.00006813026,0.00005410156],"domain_scores_gemma":[0.9981299,0.0006463062,0.0007380725,0.0001304521,0.0001194707,0.0002357692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000963351,0.0001162186,0.9799992,0.00002677051,0.0000796868,0.0005342085,0.00007698837,0.0001925502,0.001579316,0.00002177475,0.0001334224,0.01627648],"study_design_scores_gemma":[0.00001833901,0.0004999326,0.9980058,0.000006225578,0.00001881861,0.0009293036,0.00001730933,0.0001875629,0.0001968586,0.00002974153,0.00008735462,0.000002784338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987575,0.0005896541,0.000120393,0.00005898442,0.000009859147,0.00000482615,0.0000771815,0.000007688842,0.000373984],"genre_scores_gemma":[0.9995035,0.0001230555,0.00005363805,0.00001979129,0.00002165646,0.000003954089,0.0001451611,0.000001181605,0.0001280771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001066055,"threshold_uncertainty_score":0.003566325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431059555247913,"score_gpt":0.2967252261053433,"score_spread":0.2724146305528642,"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."}}