{"id":"W2782438303","doi":"10.1093/europace/eux318","title":"Integrating new approaches to atrial fibrillation management: the 6th AFNET/EHRA Consensus Conference","year":2018,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; University of Toronto","funders":"British Heart Foundation; National Institute for Health and Care Research; Kompetenznetz Vorhofflimmern","keywords":"Atrial fibrillation; Medicine; Cardiology","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":[0.1160536,0.002194229,0.003220795,0.004722281,0.002842581,0.00688985,0.007606974,0.0147679,0.004747691],"category_scores_gemma":[0.07214667,0.001118022,0.006084523,0.003063966,0.002288877,0.0050325,0.008847476,0.01768224,0.003064047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01170479,"about_ca_system_score_gemma":0.05438872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024439,"about_ca_topic_score_gemma":0.01968994,"domain_scores_codex":[0.9516446,0.01950976,0.01136742,0.001816065,0.01295096,0.002711222],"domain_scores_gemma":[0.9283378,0.01651346,0.006011298,0.0017004,0.0365746,0.01086241],"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":[0.0002384881,0.0003871036,0.002697492,0.008061975,0.0004882107,0.00047856,0.001309789,0.001370883,0.0004660593,0.008436442,0.7208524,0.2552126],"study_design_scores_gemma":[0.00030891,0.0001355192,0.004049816,0.04827233,0.0005531154,0.0007392684,0.001436749,0.0008304513,0.0004568426,0.01040835,0.9326786,0.0001300432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002498176,0.1312273,0.008626631,0.7895027,0.05423316,0.001257985,0.001195712,0.0001853875,0.01127294],"genre_scores_gemma":[0.04987346,0.3128717,0.1595116,0.3847207,0.04554288,0.007303996,0.01645745,0.0006220614,0.02309609],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1160536,"threshold_uncertainty_score":0.6137575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.236266271163569,"score_gpt":0.33260350413732,"score_spread":0.09633723297375094,"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."}}