{"id":"W1591431068","doi":"10.1007/978-1-59745-571-8_12","title":"Endothelial Progenitor Cell and Mesenchymal Stem Cell Isolation, Characterization, Viral Transduction","year":2007,"lang":"en","type":"article","venue":"Methods in molecular medicine","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Bone marrow; Mesenchymal stem cell; Progenitor cell; Cell sorting; Biology; Endothelial stem cell; Haematopoiesis; Cell biology; Stem cell; Population; Stem cell transplantation for articular cartilage repair; Pathology; Immunology; Adult stem cell; Flow cytometry; Medicine; In vitro","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006509483,0.0004301286,0.00053014,0.001072116,0.000500489,0.0007974508,0.0005363679,0.0003210993,0.002948993],"category_scores_gemma":[0.0004155166,0.0003085939,0.0003534155,0.0009054612,0.000377713,0.0004110098,0.0003972086,0.0009282327,0.002300667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362138,"about_ca_system_score_gemma":0.000621024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000895082,"about_ca_topic_score_gemma":0.001637025,"domain_scores_codex":[0.9993849,0.000071496,0.00008788976,0.00008674213,0.0002965465,0.00007237865],"domain_scores_gemma":[0.9998372,0.00003568477,0.00002363037,0.00003159302,0.00004838539,0.0000234866],"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":[0.0001360753,0.0001471214,0.0005281675,0.000409888,0.00001212243,0.0002147175,0.0001284604,0.0003587703,0.9590884,0.004391876,0.001107215,0.03347725],"study_design_scores_gemma":[0.00003331859,0.0003124884,0.003701684,0.00006027822,0.0000414362,0.0009190257,0.00008048458,0.00136566,0.8736105,0.0008006717,0.1190501,0.00002432139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3385144,0.04261526,0.5494636,0.001074246,0.0008974836,0.00643018,0.0185517,0.00159787,0.04085526],"genre_scores_gemma":[0.4624605,0.04848032,0.3838551,0.0007337727,0.0003504576,0.008670301,0.03171077,0.0004970633,0.06324179],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002948993,"threshold_uncertainty_score":0.009865403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728453570000555,"score_gpt":0.3695460018377578,"score_spread":0.3422614661377523,"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."}}