{"id":"W2993291422","doi":"10.1093/europace/euz326","title":"In search of durable pulmonary vein isolation","year":2019,"lang":"en","type":"letter","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Pulmonary vein; Isolation (microbiology); Surgery; Cardiology; Atrial fibrillation; Bioinformatics","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":[0.001361792,0.00060169,0.001149042,0.0009630425,0.004582859,0.004934421,0.001162944,0.05004684,0.0138585],"category_scores_gemma":[0.02004141,0.0006209281,0.001321512,0.0006981355,0.001972383,0.003774069,0.001894064,0.03968148,0.006373549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399162,"about_ca_system_score_gemma":0.005458467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006635966,"about_ca_topic_score_gemma":0.01457272,"domain_scores_codex":[0.9979746,0.0004045221,0.0003201684,0.0003159963,0.000452167,0.0005326122],"domain_scores_gemma":[0.9947095,0.002059037,0.0004966371,0.0001683148,0.0006406266,0.001925899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001274401,0.0001481404,0.005186574,0.0001062781,0.00005824263,0.02532138,0.0003319364,0.0002403885,0.0005440225,0.008019899,0.9411498,0.01876584],"study_design_scores_gemma":[0.0004439254,0.0002812428,0.008063483,0.001586495,0.0001374684,0.03294038,0.001941995,0.002587896,0.0007058727,0.04306873,0.908034,0.0002084621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001179454,0.0009242787,0.0001075048,0.9780055,0.01167659,0.00001369292,0.00006865539,0.00001922771,0.008005178],"genre_scores_gemma":[0.01185378,0.001154838,0.000280327,0.9340891,0.03996924,0.00003417066,0.00006218553,0.00003612709,0.01252021],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05004684,"threshold_uncertainty_score":0.04636127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05552134818699796,"score_gpt":0.3220895454061394,"score_spread":0.2665681972191414,"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."}}