{"id":"W4285827608","doi":"10.31224/osf.io/fkjeg","title":"Isolating and Expanding Endothelial Progenitor Cells from Peripheral Blood on Peptide‐functionalized Polystyrene Surfaces","year":2019,"lang":"en","type":"preprint","venue":"","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Montreal Heart Institute; McGill University","funders":"","keywords":"Extracellular matrix; Progenitor cell; In vitro; Cell biology; Adhesion; Endothelial stem cell; Chemistry; Cell adhesion; CD31; Peptide; Endothelial progenitor cell; Cell; Stem cell; Biochemistry; Biology","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":[0.0002225107,0.0002155894,0.0001382645,0.0002100066,0.0001125938,0.0002882979,0.00012943,0.0002140365,0.00112807],"category_scores_gemma":[0.0001721285,0.00008840023,0.0001203314,0.0001647682,0.0001157549,0.0001212501,0.0001727299,0.0002709042,0.0005358347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386209,"about_ca_system_score_gemma":0.0001339209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003141572,"about_ca_topic_score_gemma":0.0004257222,"domain_scores_codex":[0.9999038,0.00001328865,0.000007672915,0.00001898873,0.00003735533,0.00001900224],"domain_scores_gemma":[0.9999316,0.00002577527,0.000007942419,0.000008983852,0.00001326969,0.00001241374],"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":[0.00001620185,0.000007434696,0.00008655896,0.00001694205,8.040429e-7,0.00003679355,0.00002122951,0.0001099341,0.9980089,0.00004045076,0.00002371374,0.001631134],"study_design_scores_gemma":[0.000005058696,0.00007883304,0.001210358,0.000004581974,0.000004405722,0.0001074654,0.00001669472,0.001470089,0.9957747,0.0000381851,0.001287546,0.000002150077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688985,0.001364403,0.02613746,0.00004514708,0.00002758091,0.00009075226,0.0003846037,0.0001035003,0.002947933],"genre_scores_gemma":[0.9314381,0.001678969,0.06141953,0.00006777673,0.00002201579,0.0001537047,0.0007989738,0.00005685751,0.004364046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00112807,"threshold_uncertainty_score":0.003773808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190316185830813,"score_gpt":0.2633918214594643,"score_spread":0.244360202876383,"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."}}