{"id":"W4414391827","doi":"10.21203/rs.3.rs-7410284/v1","title":"The impact of iatrogenic atrial septal defect on the prognosis of left atrial appenda ge closure in patients with nonvalvular atrial fibrillation","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Atrial fibrillation; Incidence (geometry); Population; Thrombosis; Stroke (engine); Left atrial enlargement; Risk factor","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":[0.0009740827,0.0002817229,0.0004912803,0.0006376046,0.0003661181,0.001314634,0.0004206185,0.001015189,0.003560039],"category_scores_gemma":[0.009276354,0.000200954,0.001168439,0.0008446774,0.0004157763,0.0009578294,0.00066458,0.001461714,0.0004611957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311555,"about_ca_system_score_gemma":0.0005175578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556564,"about_ca_topic_score_gemma":0.001527502,"domain_scores_codex":[0.9992399,0.0002031664,0.0001095724,0.0001437976,0.0001218278,0.0001817013],"domain_scores_gemma":[0.9952577,0.001752693,0.001535031,0.0003311314,0.0003240436,0.0007994202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006741902,0.00008430379,0.9943321,0.00002464696,0.0001780701,0.0002019105,0.00007150452,0.0001049826,0.00006888751,0.00006704959,0.0002428897,0.003949574],"study_design_scores_gemma":[0.00002596947,0.0002821998,0.9977291,0.00002973785,0.000204515,0.000487398,0.0002738282,0.0004401599,0.00003889229,0.0002791621,0.0001952464,0.00001377912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973499,0.0007990116,0.00006664571,0.000384266,0.0000562996,0.000003198615,0.0003717261,0.000002962566,0.000966023],"genre_scores_gemma":[0.9988807,0.000338974,0.00004834658,0.00005438712,0.0001306086,0.000003451273,0.0003692043,0.000002576295,0.0001717579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003560039,"threshold_uncertainty_score":0.01190948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253768824827566,"score_gpt":0.4050139878722986,"score_spread":0.342476299624023,"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."}}