{"id":"W2547957334","doi":"10.1002/ccd.26828","title":"Imaging for percutaneous left atrial appendage closure","year":2016,"lang":"en","type":"review","venue":"Catheterization and Cardiovascular Interventions","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Appendage; Percutaneous; Cardiology; Closure (psychology); Atrial Appendage; Internal medicine; Atrial fibrillation; Radiology; Anatomy","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_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.000424732,0.0003317521,0.001508707,0.0002926531,0.000171139,0.00009695326,0.00009758049,0.0001689872,0.0002636154],"category_scores_gemma":[0.0001595584,0.0002458156,0.01129291,0.0001125,0.00006228084,0.00009231779,0.00008739506,0.00009960439,0.00005970283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006379363,"about_ca_system_score_gemma":0.00005743223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001121336,"about_ca_topic_score_gemma":3.482269e-7,"domain_scores_codex":[0.9982609,0.0001496797,0.0006703904,0.0004789878,0.0002250027,0.0002151025],"domain_scores_gemma":[0.9990031,0.0000808381,0.0001965573,0.0005032279,0.000110266,0.0001059997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001660547,0.000005450806,0.0001260194,0.0150462,0.003818558,0.00002230526,0.0000293043,0.000001131582,0.000001749975,0.0005352838,0.000334572,0.9800628],"study_design_scores_gemma":[0.0006940739,0.00005437732,0.00002016055,0.008522854,0.01003803,0.0005709151,0.00002004115,0.00001207758,3.792337e-7,0.00004350926,0.9797622,0.0002613644],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004961611,0.9391738,0.05729778,0.0001097877,0.0007413716,0.001991598,0.0001831229,0.0001088686,0.0003886828],"genre_scores_gemma":[0.0001657675,0.9925861,0.0003079979,0.00002019001,0.001374925,0.000005949642,0.0009912212,0.00008456228,0.00446328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798015,"threshold_uncertainty_score":0.9999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09814160923900915,"score_gpt":0.3825435290763353,"score_spread":0.2844019198373262,"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."}}