{"id":"W2033837731","doi":"10.1002/cjce.20290","title":"Mechanotransduction and blood fluid dynamics in developing blood vessels","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mechanotransduction; Embryonic stem cell; Blood flow; Blood vessel; Cell biology; Biology; Arteriogenesis; Endothelium; Angiogenesis; Homeostasis; Shear stress; Anatomy; Pathology; Neuroscience; Medicine; Internal medicine; Cancer research; Endocrinology; Gene; Genetics; Mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001347252,0.0001075231,0.0001075881,0.0003023086,0.0001609902,0.0003907094,0.0001462171,0.0002464327,0.0005208565],"category_scores_gemma":[0.00018839,0.0001175154,0.0000812966,0.0001686902,0.0003047536,0.000248007,0.0001595455,0.0002723586,0.00009563754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493084,"about_ca_system_score_gemma":0.0002316051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499955,"about_ca_topic_score_gemma":0.001146751,"domain_scores_codex":[0.9999473,0.000008193034,0.000003616383,0.000008724535,0.00002141236,0.00001076034],"domain_scores_gemma":[0.999918,0.00002184756,0.00002357567,0.00000300229,0.00001834991,0.00001518962],"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":[0.000053313,0.000007805732,0.001300102,0.0001445804,0.000005024517,0.0003186959,0.00009338457,0.0005576223,0.9781237,0.004436171,0.000217651,0.01474205],"study_design_scores_gemma":[0.00002788124,0.0003358562,0.1098667,0.0001216414,0.00003739935,0.002384227,0.000414705,0.00957526,0.8232682,0.01292151,0.04097543,0.00007119038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862182,0.09481713,0.02763457,0.001084259,0.0001860465,0.00003857648,0.0002387386,0.0001395264,0.01367913],"genre_scores_gemma":[0.9785739,0.01521674,0.003092081,0.000119384,0.00004571635,0.00001156795,0.00006161824,0.000010296,0.002868794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499955,"threshold_uncertainty_score":0.00357753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004698785455105859,"score_gpt":0.1895575108068561,"score_spread":0.1848587253517502,"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."}}