{"id":"W2527777933","doi":"10.1002/ccd.26800","title":"Retrieval of embolized left atrial appendage devices","year":2016,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Embolization; Percutaneous; Atrial fibrillation; Pericardial effusion; Thrombus; Radiology; Embolic stroke; Atrial Appendage; Surgery; Cardiology; Ischemic stroke","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000332442,0.00009375616,0.0003463815,0.0001367455,0.00005351064,0.00001631051,0.00004559086,0.00005519741,0.0004475919],"category_scores_gemma":[0.000154413,0.00006465881,0.001783287,0.0001165342,0.0000674639,0.000112239,0.00005035365,0.00002609541,0.00001980288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001363025,"about_ca_system_score_gemma":0.00001444258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002605885,"about_ca_topic_score_gemma":8.227607e-7,"domain_scores_codex":[0.9990819,0.00008087463,0.0003433627,0.0001815071,0.0002157548,0.00009657011],"domain_scores_gemma":[0.999452,0.0000306662,0.00008984601,0.0002679701,0.00009940159,0.00006009755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00169815,0.0001053519,0.7176021,0.002622962,0.01628107,0.00003118282,0.0009060531,0.00007048199,0.08108593,0.01849482,0.0007037709,0.1603981],"study_design_scores_gemma":[0.01859749,0.0007831843,0.7325537,0.00196146,0.007164577,0.0001121193,0.0004705007,0.0001560239,0.01754119,0.0007876842,0.2191863,0.0006857878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353812,0.003856401,0.155733,0.001206223,0.0006418239,0.0008339403,0.00004487053,0.0001295452,0.002173048],"genre_scores_gemma":[0.9971396,0.0004450293,0.0002523691,0.00002140215,0.0002227379,2.488268e-7,0.00003554026,0.00001354478,0.00186954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2184825,"threshold_uncertainty_score":0.4900817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06315124463434708,"score_gpt":0.3284509394669295,"score_spread":0.2652996948325824,"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."}}