{"id":"W3127031513","doi":"","title":"In vitro simulation of mitral valve therapies","year":2020,"lang":"en","type":"dissertation","venue":"UCL Discovery (University College London)","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventricle; Cardiology; Mitral valve; Biomedical engineering; Mitral regurgitation; Medicine; Internal medicine; valvular heart disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005021622,0.0004482545,0.0003855538,0.0002701212,0.0002715284,0.0006830185,0.0005947585,0.0007802953,0.002677571],"category_scores_gemma":[0.0006723474,0.0002565132,0.0005223528,0.0001968617,0.0003120971,0.0002285537,0.000546447,0.0003797316,0.0005834344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480406,"about_ca_system_score_gemma":0.0003848185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000987242,"about_ca_topic_score_gemma":0.00135873,"domain_scores_codex":[0.9995698,0.00006887056,0.00004263988,0.00006591508,0.000203885,0.00004878357],"domain_scores_gemma":[0.9994393,0.0002098192,0.00008258007,0.00008951296,0.0001307523,0.00004808651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000256076,0.0002542145,0.003303968,0.0005145923,0.00003488086,0.0005345308,0.0002849906,0.1535482,0.820195,0.001652379,0.001019161,0.01840204],"study_design_scores_gemma":[0.00006265537,0.001703464,0.006436658,0.00008445123,0.00007885673,0.0005241411,0.0001908363,0.3919258,0.5746999,0.0008773695,0.02333179,0.00008414123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7661043,0.001999694,0.209255,0.0003765248,0.0004352127,0.0004627406,0.002560141,0.001187928,0.01761853],"genre_scores_gemma":[0.9313104,0.001168146,0.05857616,0.0001123407,0.00002494545,0.0003263188,0.001124298,0.00006802865,0.007289291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002677571,"threshold_uncertainty_score":0.008957326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009265018375652521,"score_gpt":0.2716218849917264,"score_spread":0.2623568666160739,"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."}}