{"id":"W2181806301","doi":"10.1242/dev.127019","title":"Simultaneous imaging of blood flow dynamics and vascular remodelling during development","year":2015,"lang":"en","type":"article","venue":"Development","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Biology; Blood flow; Vascular remodelling in the embryo; Dynamics (music); Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004537057,0.000147886,0.000299724,0.0001279687,0.0000776888,0.00001148803,0.0000427811,0.00004533281,0.000009213818],"category_scores_gemma":[0.0001041139,0.000146851,0.00008163274,0.0001152033,0.00002322411,0.00004862836,0.00007681041,0.00008881998,0.000009692615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044189,"about_ca_system_score_gemma":0.0006725088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001382505,"about_ca_topic_score_gemma":0.00001402036,"domain_scores_codex":[0.9985601,0.00002766632,0.0004182104,0.0002656596,0.0004666745,0.0002617367],"domain_scores_gemma":[0.9991269,0.00001836146,0.0000713699,0.0001992552,0.000191826,0.0003922612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001292645,0.001403456,0.1851469,0.007442093,0.003282701,0.001317505,0.01645984,0.01976316,0.002208789,0.0001503868,0.00006646076,0.7614661],"study_design_scores_gemma":[0.03521398,0.0001122357,0.5035294,0.003376152,0.002342338,0.001602466,0.003121858,0.4018591,0.03576443,0.0002331485,0.01076515,0.002079756],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704602,0.003043654,0.02557915,0.00004794683,0.00009761811,0.0003407846,0.000001339436,0.00005171219,0.0003776043],"genre_scores_gemma":[0.9200878,0.00007945682,0.07954198,0.00004660562,0.00003355711,0.00001258061,0.00006571937,0.00002019806,0.000112094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7593863,"threshold_uncertainty_score":0.598841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134982564558941,"score_gpt":0.2379910054644026,"score_spread":0.2266411798188132,"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."}}