{"id":"W2412465454","doi":"","title":"Importance of shear in prosthetic valve closure dynamics.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"ViVitro Labs (Canada)","funders":"","keywords":"Backflow; Jerk; Mechanics; Acceleration; Flow (mathematics); Flow velocity; Medicine; Biomedical engineering; Physics; Mechanical engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003229044,0.00007654351,0.0002460224,0.00008898554,0.000006361658,0.000001384347,0.00004559209,0.00005482002,0.00003439662],"category_scores_gemma":[0.00003543618,0.00006781056,0.0001588413,0.0001545909,0.0000530396,0.00004254368,0.00002080635,0.0001024837,0.000002264422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885916,"about_ca_system_score_gemma":0.00002584693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106056,"about_ca_topic_score_gemma":0.00003431043,"domain_scores_codex":[0.9992849,0.00002238267,0.0002207142,0.0001438312,0.0001234686,0.0002046544],"domain_scores_gemma":[0.999582,0.00001319402,0.00005828241,0.0002449691,0.00003576381,0.00006577754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097205,0.0001101103,0.8867214,0.00003652049,0.00001907445,0.00003733429,0.0001392809,3.306201e-8,0.000006557627,0.0004205999,0.0002197825,0.1121796],"study_design_scores_gemma":[0.0002248388,0.00003892115,0.9976205,0.00002060945,0.00002622174,0.00003435495,0.00003458194,0.00000687985,0.0008563851,0.0006556027,0.0004164096,0.00006467626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624911,0.0003189793,0.00001901785,0.0001465729,0.00007086503,0.0007344952,0.000006685703,0.00006570172,0.03614658],"genre_scores_gemma":[0.9985616,0.00004813358,0.0002374853,0.0001197809,0.00001912818,0.0005790408,0.000008729881,0.00001397701,0.0004121126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121149,"threshold_uncertainty_score":0.2765234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039968860182925,"score_gpt":0.22224885225962,"score_spread":0.2018491636577907,"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."}}