{"id":"W4410089347","doi":"10.1007/s10439-025-03744-9","title":"Experimental Investigation of the Effect of a MitraClip on Left Ventricular Flow Dynamics","year":2025,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"MitraClip; Dynamics (music); Cardiology; Flow (mathematics); Mechanics; Internal medicine; Medicine; Physics; Mitral valve","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":[0.0001050953,0.00008348523,0.0002528866,0.0001052023,0.000008624163,0.000001224939,0.00005024455,0.00005419652,0.00001135536],"category_scores_gemma":[0.0001618135,0.00005501572,0.0004899986,0.0002121897,0.00006803226,0.00001256917,0.00002717129,0.00005756733,5.591244e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002184208,"about_ca_system_score_gemma":0.00002906729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575886,"about_ca_topic_score_gemma":5.582993e-8,"domain_scores_codex":[0.9993504,0.00001931294,0.0002030354,0.00008644874,0.0002486911,0.00009207101],"domain_scores_gemma":[0.9995964,0.00009046571,0.00005075584,0.0001626456,0.00003101687,0.0000687604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001925827,0.002307564,0.6671528,0.009159651,0.009892859,0.00009642121,0.0005437865,0.007297609,0.2597462,0.002161144,0.003182518,0.03653366],"study_design_scores_gemma":[0.001517556,0.0008341861,0.2613348,0.001223189,0.000307864,0.000002923395,0.00001902749,0.01749737,0.7171281,0.00001232434,0.00006245042,0.00006016862],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982479,0.0007897522,0.0001771434,0.0002851364,0.000188758,0.0001970534,0.00003240597,0.000009386827,0.00007252703],"genre_scores_gemma":[0.9998092,0.0000101882,0.00005765645,0.00004783818,0.00001885117,0.000004693114,0.00003438388,0.00000605877,0.00001113371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457382,"threshold_uncertainty_score":0.2243476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007598673922264806,"score_gpt":0.3084522045328463,"score_spread":0.3008535306105815,"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."}}