{"id":"W3016042458","doi":"10.1115/1.4046862","title":"Dynamic Left Atrioventricular Phantom Test Bed Emulating Mitral Valve Motion","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre; McGill University","funders":"","keywords":"Imaging phantom; Biomedical engineering; Annulus (botany); Pulsatile flow; Materials science; Heart valve; Implant; Simulation; Computer science; Mechanical engineering; Engineering; Medicine; Surgery; Composite material; Cardiology; Nuclear medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004904652,0.0003085033,0.0002051232,0.0002632037,0.0001018178,0.0002225334,0.0004426713,0.000443517,0.001359627],"category_scores_gemma":[0.0008141618,0.0001576018,0.000201481,0.0001310196,0.0002720861,0.0002496801,0.0002885016,0.0002228369,0.0001823903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660834,"about_ca_system_score_gemma":0.0002585748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002557342,"about_ca_topic_score_gemma":0.0002318057,"domain_scores_codex":[0.9997812,0.00004878402,0.00001637993,0.00003780076,0.00009170167,0.00002426728],"domain_scores_gemma":[0.9993619,0.0002931897,0.00009216584,0.0001014761,0.00009190708,0.00005939646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002672271,0.000140103,0.0006414127,0.0001085938,0.00001061344,0.0001593129,0.00006080698,0.007589748,0.9854375,0.0002837546,0.0001413744,0.005159606],"study_design_scores_gemma":[0.0001083079,0.004279922,0.005318919,0.00002999246,0.00004225539,0.0004316469,0.00003927065,0.04262104,0.9430798,0.0001898356,0.0038235,0.00003553862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821818,0.0004893128,0.1138736,0.00009561956,0.00009696746,0.0002492874,0.0005359586,0.000716919,0.00176045],"genre_scores_gemma":[0.9683243,0.0001809385,0.0293758,0.0000581842,0.00001028126,0.0001935698,0.0003329251,0.00004564426,0.001478359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359627,"threshold_uncertainty_score":0.00454843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345954617411159,"score_gpt":0.3417691022684196,"score_spread":0.328309556094308,"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."}}