{"id":"W4285248243","doi":"10.21769/bioprotoc.4422","title":"Immunomagnetic Isolation and Enrichment of Microvascular Endothelial Cells from Human Adipose Tissue","year":2022,"lang":"en","type":"article","venue":"BIO-PROTOCOL","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Ted Rogers Centre for Heart Research; University of Toronto","funders":"","keywords":"Adipose tissue; Cell sorting; Stromal cell; Cell biology; Endothelial stem cell; Biology; Endothelium; Immunomagnetic separation; Population; Tissue engineering; Pathology; Immunology; Flow cytometry; Medicine; Cancer research; Molecular biology; Biochemistry; In vitro; Endocrinology; Genetics","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":[0.0004911782,0.0007218544,0.0003291687,0.0008559174,0.0003809876,0.000382495,0.0003710526,0.0004376704,0.007993083],"category_scores_gemma":[0.0003926643,0.0002874314,0.0003233653,0.0005994358,0.0001846977,0.0002848341,0.0003526678,0.0009282951,0.00423872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659068,"about_ca_system_score_gemma":0.0004642854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004624254,"about_ca_topic_score_gemma":0.001437256,"domain_scores_codex":[0.9996473,0.00005208494,0.0000321752,0.00007296631,0.0001263243,0.00006913716],"domain_scores_gemma":[0.9998809,0.0000289968,0.00002060374,0.00001415711,0.00004041032,0.00001492795],"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":[0.0001193753,0.00006302508,0.0002077778,0.0005215317,0.00001626804,0.0001412142,0.00006335942,0.0004442001,0.9728673,0.001955226,0.005058545,0.01854222],"study_design_scores_gemma":[0.00005455288,0.0003077883,0.002649246,0.0001174449,0.0000345518,0.0002769457,0.00004084529,0.002010902,0.9160056,0.0009876626,0.07747979,0.00003460423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3537461,0.02127939,0.5078673,0.004132295,0.002245191,0.00530324,0.03565864,0.005246555,0.06452144],"genre_scores_gemma":[0.5100459,0.0187442,0.3682791,0.001469443,0.0003209044,0.006443908,0.04523366,0.0006708888,0.04879204],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007993083,"threshold_uncertainty_score":0.02673948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348007668730944,"score_gpt":0.289357183775668,"score_spread":0.2758771070883586,"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."}}