{"id":"W4213447260","doi":"10.1080/10255842.2022.2034794","title":"The effect of stiffened diabetic red blood cells on wall shear stress in a reconstructed 3D microaneurysm","year":2022,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Blood properties and coagulation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission","keywords":"Blood flow; Shear stress; Red blood cell; Pulsatile flow; Diabetic retinopathy; Retina; Aneurysm; Blood vessel; Materials science; Biomedical engineering; Anatomy; Medicine; Biophysics; Diabetes mellitus; Biology; Surgery; Cardiology; Internal medicine; Composite material; Endocrinology","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":[0.001820206,0.0002330673,0.0005396164,0.0005134277,0.00006690392,0.00001617487,0.0002954204,0.0001358971,0.00003023072],"category_scores_gemma":[0.0001240222,0.0001744839,0.0001038167,0.001089665,0.00005341072,0.00002243518,0.0002863708,0.0006196517,7.670205e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099841,"about_ca_system_score_gemma":0.00004149537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002592468,"about_ca_topic_score_gemma":6.112449e-7,"domain_scores_codex":[0.9976787,0.0005424112,0.0006169624,0.000376274,0.0003796734,0.0004059527],"domain_scores_gemma":[0.9985324,0.000811704,0.0001016758,0.0004047356,0.00002418474,0.000125365],"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":[0.0002807025,0.0002233311,0.0001376509,0.0003674391,0.0000878392,0.0000794871,0.0001525599,0.001832618,0.7379607,0.00005080327,0.00002929688,0.2587976],"study_design_scores_gemma":[0.002826614,0.002319462,0.0004330685,0.0003130306,0.00006813561,0.00005994709,0.00001298865,0.7253975,0.2671274,0.00004720223,0.001202396,0.0001922692],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677724,0.000751236,0.02803644,0.0004706775,0.002057684,0.0007983973,0.00001638655,0.00008911277,0.000007722978],"genre_scores_gemma":[0.8536734,0.0000749003,0.145681,0.00014059,0.000155687,0.0001475008,0.00004044295,0.00006951755,0.00001692647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7235649,"threshold_uncertainty_score":0.7115248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0091627393866644,"score_gpt":0.2588858467915733,"score_spread":0.2497231074049089,"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."}}