{"id":"W2516003492","doi":"10.1097/imi.0000000000000281","title":"Complete Obliteration of the Left Atrial Appendage an Analysis of Epicardial Excision and Novel Pericardial Patch Exclusion","year":2016,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Appendage; Medicine; Cardiology; Internal medicine; Atrial Appendage; Anatomy; Atrial fibrillation","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":[0.0006089099,0.0002940393,0.0002817172,0.0002872843,0.00008226949,0.0002013828,0.0001866339,0.0002175471,0.0006474325],"category_scores_gemma":[0.0005198623,0.0001226098,0.0002564012,0.00007895563,0.0005335786,0.0002182262,0.0002167066,0.0002038714,0.0001456294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007767583,"about_ca_system_score_gemma":0.00008177595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006814294,"about_ca_topic_score_gemma":0.0001134212,"domain_scores_codex":[0.9998118,0.00004566623,0.00002247915,0.00004853427,0.00004328596,0.00002825345],"domain_scores_gemma":[0.9995334,0.000143326,0.0001468459,0.00008654217,0.00003728648,0.00005264071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004547304,0.0006110246,0.1049108,0.0002783787,0.0002399706,0.005341274,0.000244786,0.0008602985,0.860899,0.0002045782,0.00005078271,0.02181182],"study_design_scores_gemma":[0.0002009908,0.02852664,0.6878089,0.00005184595,0.0005736285,0.03769355,0.0003035012,0.004747003,0.2377732,0.000191142,0.002092424,0.0000371545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988149,0.000334469,0.0006960799,0.000002861735,0.000002255484,0.000004667163,0.000008552359,0.000002718477,0.0001334744],"genre_scores_gemma":[0.9989069,0.0001800985,0.0006646393,0.00001090597,0.00000843184,0.000007143301,0.00006159898,0.000003285312,0.0001569214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006474325,"threshold_uncertainty_score":0.00322026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405391970198708,"score_gpt":0.3306379777861512,"score_spread":0.2900987807662804,"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."}}