{"id":"W2508846942","doi":"10.1093/europace/euw141","title":"Percutaneous left atrial appendage occlusion: the Munich consensus document on definitions, endpoints, and data collection requirements for clinical studies","year":2016,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Bhabha Atomic Research Centre; St. Jude Medical","keywords":"Left atrial appendage occlusion; Atrial fibrillation; Medicine; Percutaneous; Stroke (engine); Intensive care medicine; Consensus conference; Data collection; Medical emergency; Medical physics; Internal medicine; Engineering; Warfarin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339435,0.0001552697,0.0003083484,0.0000610262,0.0004107532,0.00003243176,0.0001417855,0.00004933489,0.00009814727],"category_scores_gemma":[0.003397947,0.00008448555,0.0001152507,0.00008301488,0.0001771219,0.00006106741,0.0003887831,0.00008842315,0.00008458733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006169954,"about_ca_system_score_gemma":0.00004620493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004553634,"about_ca_topic_score_gemma":0.0000175044,"domain_scores_codex":[0.9983792,0.0002853592,0.0004484181,0.0004153187,0.0002806733,0.0001910378],"domain_scores_gemma":[0.9964224,0.002585343,0.0001634011,0.0006585441,0.0000975349,0.0000728056],"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":[0.01507966,0.00009823689,0.1698441,0.000353878,0.002647286,0.0005248258,0.001400196,0.000007336003,0.002131859,0.01237124,0.7606986,0.03484286],"study_design_scores_gemma":[0.008437187,0.001736803,0.01833137,0.0002752389,0.0009958686,0.0004465657,0.001291672,0.0001969674,0.000111629,0.001457187,0.9664038,0.0003156671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6959494,0.006932313,0.001397073,0.2729499,0.006791655,0.007047825,0.0002851255,0.0004016348,0.008245138],"genre_scores_gemma":[0.9270812,0.02716199,0.003948704,0.002093299,0.003018822,0.000001033527,0.000140024,0.00006935437,0.03648552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708566,"threshold_uncertainty_score":0.4067905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3947581803159698,"score_gpt":0.4764004922631439,"score_spread":0.08164231194717408,"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."}}