{"id":"W3215152648","doi":"10.1016/j.carrev.2021.11.033","title":"Left Atrial Appendage Closure: Where Do We Stand Now?","year":2021,"lang":"en","type":"letter","venue":"Cardiovascular revascularization medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Internal medicine; Clinical endpoint; Myocardial infarction; Unstable angina; Cardiology; Canadian Cardiovascular Society; Stent; Population; Surgery; Revascularization; Angina; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003470072,0.0007460592,0.002485078,0.001407127,0.005992136,0.0066047,0.001545878,0.05347377,0.009494275],"category_scores_gemma":[0.02637523,0.0006892601,0.001613383,0.001144564,0.003733948,0.008886663,0.002411494,0.05611578,0.005369221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006103575,"about_ca_system_score_gemma":0.009081398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006473572,"about_ca_topic_score_gemma":0.015315,"domain_scores_codex":[0.9952165,0.001379168,0.0007633488,0.00057637,0.001191982,0.0008726701],"domain_scores_gemma":[0.9841441,0.005533432,0.001292508,0.0003125709,0.00252853,0.006188869],"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":[0.0001125595,0.0001221966,0.004478714,0.000184884,0.00005362169,0.009363704,0.0003309776,0.0001299148,0.0002449948,0.005712542,0.9504507,0.02881521],"study_design_scores_gemma":[0.0006161779,0.0002941383,0.009877043,0.005204789,0.000209817,0.03505311,0.004249349,0.001621083,0.0002737989,0.05210066,0.8901539,0.0003462076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002602454,0.001708408,0.00005163335,0.9874668,0.00885292,0.000003854682,0.00001653259,0.000008239202,0.001631347],"genre_scores_gemma":[0.007747638,0.00510223,0.0004227812,0.8521538,0.1314509,0.00003296917,0.00004481951,0.00002212388,0.003022761],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05347377,"threshold_uncertainty_score":0.04428476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384690256100005,"score_gpt":0.2898535550214917,"score_spread":0.2460066524604917,"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."}}