{"id":"W7133043407","doi":"","title":"Characterizing the Shear Stress-mediated Identity of hiPSC-derived Endothelial Cells","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"","keywords":"Adherens junction; Endothelial stem cell; Endothelium; Pulsatile flow; Shear (geology); Shear stress; Induced pluripotent stem cell; Gene expression","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":[0.0002343938,0.0001407259,0.0001340726,0.0002061009,0.0001210923,0.0003531043,0.0001030099,0.0001523668,0.0006606174],"category_scores_gemma":[0.0002105728,0.00008761639,0.0001592411,0.0001619511,0.0001259344,0.0001624405,0.000171009,0.0004255952,0.0002017301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388797,"about_ca_system_score_gemma":0.0001641236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004467772,"about_ca_topic_score_gemma":0.0004850714,"domain_scores_codex":[0.9998011,0.00001687656,0.00002592177,0.00003332468,0.00009395566,0.00002897823],"domain_scores_gemma":[0.999854,0.0000298268,0.0000331131,0.00001923148,0.00004552526,0.00001832866],"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":[0.00005002837,0.00001541986,0.0007780825,0.00002708051,0.000004953504,0.00003441051,0.0000321113,0.00009170685,0.9965353,0.00008448286,0.0000331011,0.002313229],"study_design_scores_gemma":[0.000003782217,0.0001337821,0.0114133,0.000007059753,0.00001740077,0.00008107524,0.00003542266,0.0007350314,0.9863185,0.00003298555,0.001218119,0.000003568859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930944,0.0006419902,0.004080041,0.00003176942,0.00001874273,0.0000396242,0.000547121,0.00003465477,0.001511655],"genre_scores_gemma":[0.9908651,0.0009148738,0.004419514,0.00008765743,0.00001130379,0.00009217398,0.001464121,0.00001957331,0.002125733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006606174,"threshold_uncertainty_score":0.002210021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541065071156031,"score_gpt":0.3041166571680304,"score_spread":0.28870600645647,"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."}}