{"id":"W4385690776","doi":"10.1016/j.jcin.2023.05.045","title":"Impact of Device Implant Depth After Left Atrial Appendage Occlusion","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Montreal Heart Institute; Université de Montréal; Toronto General Hospital","funders":"Novo Nordisk Fonden","keywords":"Left atrial appendage occlusion; Appendage; Implant; Occlusion; Cardiology; Internal medicine; Medicine; Atrial Appendage; Anatomy; Atrial fibrillation; Surgery; Sinus rhythm","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":["metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000822024,0.0001941414,0.000662726,0.0004501429,0.0000879615,0.00002967197,0.00011729,0.00010252,0.0009389855],"category_scores_gemma":[0.000186851,0.0001570564,0.01022413,0.0005270221,0.00003818277,0.0001399907,0.0002403381,0.0001273694,0.0005346536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027224,"about_ca_system_score_gemma":0.00005117659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000172148,"about_ca_topic_score_gemma":0.00005143152,"domain_scores_codex":[0.9981762,0.0001386979,0.0005763056,0.0002972303,0.00052307,0.0002885013],"domain_scores_gemma":[0.9989254,0.00006939195,0.0001189291,0.0006340252,0.0001354489,0.0001167595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005853869,0.00003318837,0.9615585,0.000721164,0.01250138,0.0004157895,0.0002405477,0.002010818,0.0004303831,0.000114604,0.008374033,0.01301422],"study_design_scores_gemma":[0.002298353,0.0002303486,0.9749904,0.0003017261,0.002166748,0.000114991,0.00008697202,0.0002118867,0.0001101563,0.00004806887,0.01926995,0.000170381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901884,0.002377069,0.003392368,0.0002659402,0.0008842328,0.0009288569,0.00008507034,0.000243481,0.001634551],"genre_scores_gemma":[0.996735,0.0002005231,0.0002192741,0.0000153248,0.000656658,0.000001262874,0.0002684547,0.00003411649,0.001869397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01343193,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07972826048282541,"score_gpt":0.3866485248988145,"score_spread":0.3069202644159891,"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."}}