{"id":"W2769171709","doi":"10.1093/europace/eux174","title":"Atrial fibrillation ablation long-term outcomes: is there light at the end of the tunnel?","year":2017,"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":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Term (time); Atrial fibrillation; Ablation; Cardiology; Internal medicine; Astronomy","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":[0.002341901,0.0002809766,0.001311447,0.0005470534,0.00182373,0.003466662,0.0009038131,0.02064207,0.01007049],"category_scores_gemma":[0.02406594,0.0002244697,0.0007119888,0.0005634484,0.001770023,0.004811915,0.001039264,0.02229959,0.004297594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070427,"about_ca_system_score_gemma":0.002414072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313532,"about_ca_topic_score_gemma":0.00488316,"domain_scores_codex":[0.9976052,0.0009090013,0.0003026331,0.0002118611,0.0005680773,0.0004030887],"domain_scores_gemma":[0.9889389,0.005975772,0.001131191,0.0002640937,0.001813378,0.001876711],"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":[0.000339676,0.0001696623,0.01125566,0.0002074766,0.00008934559,0.007741252,0.0003705898,0.0001711296,0.0003266434,0.01029214,0.8884041,0.08063231],"study_design_scores_gemma":[0.0009596712,0.0004250648,0.02169531,0.00614457,0.0003201079,0.0281741,0.004709362,0.001832972,0.0007022893,0.1340415,0.8007149,0.0002802616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001194904,0.002801117,0.0000758996,0.9878731,0.004416655,0.000002317421,0.00004300947,0.000008546584,0.003584372],"genre_scores_gemma":[0.03972034,0.01031535,0.0003764381,0.81712,0.1282836,0.00002458319,0.00009830428,0.00003005219,0.004031465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02064207,"threshold_uncertainty_score":0.0336892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06190441564584313,"score_gpt":0.32526597094842,"score_spread":0.2633615553025768,"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."}}