{"id":"W3110434387","doi":"10.1093/ehjci/ehaa946.0584","title":"Positive clinical benefit on patient care, quality of life and symptoms after radiofrequency ablation with contact force in persistent atrial fibrillation: analyses from PRECEPT","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Quality of life (healthcare); Internal medicine; Cardiology; Ablation; Cardioversion; Catheter ablation; Radiofrequency ablation; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002035511,0.0002809938,0.0005581598,0.0004042991,0.0002329807,0.0006597407,0.000233533,0.0004312164,0.002285581],"category_scores_gemma":[0.002907089,0.0001097224,0.001626676,0.0004610904,0.0002520293,0.0004252803,0.0005344781,0.0005592004,0.0001481224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721331,"about_ca_system_score_gemma":0.0002678143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005619794,"about_ca_topic_score_gemma":0.0007705197,"domain_scores_codex":[0.9989918,0.0004159465,0.0001234416,0.0001715825,0.0001693668,0.0001278288],"domain_scores_gemma":[0.9962219,0.001452834,0.001271559,0.0001939066,0.000222989,0.0006367695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1025315,0.001929963,0.8642802,0.000498986,0.004057677,0.0001408264,0.0002025697,0.0003492408,0.001623962,0.00007056241,0.0007733788,0.02354116],"study_design_scores_gemma":[0.001977974,0.0139093,0.9814844,0.0000300491,0.00140075,0.000125855,0.0001053274,0.0002597458,0.0001891759,0.00006266797,0.000440923,0.00001380996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975507,0.000966717,0.00006659208,0.0000468798,0.000008924532,0.00004555496,0.0007853379,0.000003562723,0.0005257499],"genre_scores_gemma":[0.9987867,0.0001732514,0.00006580104,0.00006056889,0.00003110398,0.00005481037,0.0006156421,0.00000139931,0.0002107779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002285581,"threshold_uncertainty_score":0.01076496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142801146398551,"score_gpt":0.3872323366613508,"score_spread":0.2444311902627998,"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."}}