{"id":"W2022445266","doi":"10.1002/ccd.22986","title":"Balloon valvuloplasty for stenotic bioprosthetic aortic valves","year":2011,"lang":"en","type":"editorial","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Interventional cardiology; Percutaneous coronary intervention; Internal medicine; Cardiology; valvular heart disease; General surgery; Myocardial infarction","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":[0.0002636969,0.0004001711,0.0009339281,0.000223645,0.0001740971,0.000093656,0.00009405413,0.0004277824,0.0000974545],"category_scores_gemma":[0.00030454,0.0003644518,0.01560626,0.0001353735,0.0001023666,0.00007781996,0.00007718594,0.0001968557,0.00003427878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007319108,"about_ca_system_score_gemma":0.0001661182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000255803,"about_ca_topic_score_gemma":0.000001115267,"domain_scores_codex":[0.9979679,0.00009113225,0.0004988273,0.0006762082,0.0004670974,0.0002988113],"domain_scores_gemma":[0.998349,0.00006074527,0.0001554068,0.0007488672,0.0004480777,0.0002378843],"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":[0.001376367,0.00537355,0.005941578,0.03123382,0.2439098,0.0001139954,0.001251749,0.00004682816,0.0001869524,0.001088369,0.5803346,0.1291424],"study_design_scores_gemma":[0.01187468,0.002565226,0.02060571,0.005392257,0.1493521,0.00005527018,0.0002599748,0.0001041956,0.0001020923,0.0007785296,0.8073354,0.001574511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.01325146,0.07200404,0.03982514,0.00006472269,0.8614262,0.006833942,0.004499599,0.0004872474,0.001607685],"genre_scores_gemma":[0.4726394,0.01380642,0.001697828,0.0001459155,0.4533896,0.004765959,0.03707984,0.0008810857,0.01559401],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4593879,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569788276983957,"score_gpt":0.3292165944282511,"score_spread":0.3035187116584115,"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."}}