{"id":"W2790133456","doi":"10.1142/s0219519418500148","title":"PROPOSED OVAL ST. JUDE MEDICAL VALVE: EFFECT OF HEART RATE","year":2018,"lang":"en","type":"article","venue":"Journal of Mechanics in Medicine and Biology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Hemodynamics; Shear stress; Materials science; Mechanical heart-valve; Cardiology; Annulus (botany); Heart valve; Internal medicine; Medicine; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002357981,0.0002851518,0.0003187876,0.0001915385,0.0001295865,0.0004392503,0.000405961,0.0004007977,0.0009811182],"category_scores_gemma":[0.000638689,0.0001138458,0.0002180715,0.00008631976,0.000175756,0.000261157,0.0002748441,0.0001521395,0.0002237225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006079,"about_ca_system_score_gemma":0.0001810162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002573004,"about_ca_topic_score_gemma":0.0002933477,"domain_scores_codex":[0.9998112,0.00003075037,0.00001613119,0.00005055655,0.00006530088,0.0000260331],"domain_scores_gemma":[0.9997939,0.00005100703,0.00005820572,0.00002979902,0.00003580974,0.00003133953],"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":[0.003370672,0.0008129,0.02447862,0.0009011439,0.0001334257,0.001990211,0.0002276541,0.1482251,0.6270969,0.004419111,0.002543521,0.1858007],"study_design_scores_gemma":[0.000200697,0.006026933,0.02447026,0.00005971804,0.0002149143,0.002393461,0.0001584226,0.8142027,0.1409692,0.0007818645,0.01041296,0.0001088958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.879206,0.001147906,0.1132452,0.0002680937,0.0002664316,0.00006707566,0.0001237365,0.0006036127,0.005071923],"genre_scores_gemma":[0.9872242,0.0001359393,0.01178421,0.00003207187,0.0000181524,0.00001162123,0.00003644868,0.00001546287,0.0007419466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009811182,"threshold_uncertainty_score":0.003282189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364323735904577,"score_gpt":0.403861333637129,"score_spread":0.3802180962780832,"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."}}