{"id":"W4224142117","doi":"10.1016/j.jcin.2022.02.028","title":"Impact of Bioprosthetic Valve Fracture on Potential Embolic Debris Generation","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; University of Northern British Columbia; Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Debris; Fracture (geology); Cardiology; Medicine; Geology; Internal medicine; Geotechnical engineering; Oceanography","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":[0.0002279163,0.000199533,0.0005433238,0.0002400199,0.0002192801,0.0000238026,0.00009074848,0.00005578776,0.001682001],"category_scores_gemma":[0.0000353558,0.0001740448,0.0344371,0.0002562429,0.00003357991,0.00005283332,0.00009181377,0.000209238,0.00005500401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146931,"about_ca_system_score_gemma":0.0000884226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000405096,"about_ca_topic_score_gemma":0.000001094211,"domain_scores_codex":[0.9982462,0.0001915509,0.0003435503,0.0003475641,0.0006527529,0.0002183629],"domain_scores_gemma":[0.9988342,0.000009473051,0.0001089252,0.0007689016,0.0001419956,0.0001365095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.001511349,0.01682563,0.2242611,0.0008791994,0.348616,0.0007713845,0.0008452571,0.2623414,0.003200286,0.0004848197,0.03523093,0.1050326],"study_design_scores_gemma":[0.003963464,0.001903369,0.9770951,0.0001173931,0.01339066,0.0002725322,0.0001217628,0.0003723271,0.0003140734,0.00007511555,0.002123031,0.0002512142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870744,0.009542952,0.001270221,0.00007251451,0.0003934285,0.0007272387,0.0003914008,0.00005050434,0.0004773808],"genre_scores_gemma":[0.998313,0.00007767708,0.00005363394,0.00007091623,0.0002176985,0.0002093176,0.0007943382,0.0000395861,0.000223887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7528339,"threshold_uncertainty_score":0.9992306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509240728154089,"score_gpt":0.3531982746887784,"score_spread":0.3281058674072375,"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."}}