{"id":"W2511043206","doi":"10.5966/sctm.2016-0133","title":"Enhanced Expansion and Sustained Inductive Function of Skin-Derived Precursor Cells in Computer-Controlled Stirred Suspension Bioreactors","year":2016,"lang":"en","type":"article","venue":"Stem Cells Translational Medicine","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Calgary Firefighters Burn Treatment Society; Alberta Innovates","keywords":"Dermal papillae; Cell biology; Stem cell; Hair follicle; Biology; Bioreactor; Dermis; Connective tissue; Regenerative medicine; Transplantation; Anatomy; Medicine; Surgery; Genetics","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":[0.0003838648,0.0003303612,0.0002947061,0.0003018962,0.0001614985,0.0004370717,0.0002600173,0.0002014047,0.0007524628],"category_scores_gemma":[0.0002664375,0.0001415043,0.0002767465,0.0002226697,0.0002174242,0.0002321123,0.0002259653,0.0003597917,0.0004421797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320113,"about_ca_system_score_gemma":0.0002561922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007004797,"about_ca_topic_score_gemma":0.001011526,"domain_scores_codex":[0.9997879,0.00003342163,0.0000192015,0.00004939862,0.00008699885,0.00002318042],"domain_scores_gemma":[0.9998226,0.0000773897,0.00003191647,0.00001574781,0.00003166809,0.00002065433],"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":[0.00004260135,0.00001562853,0.000100785,0.00001441686,0.000001453652,0.00001703559,0.00001861165,0.0002777533,0.9980066,0.00004500831,0.00002017666,0.001439898],"study_design_scores_gemma":[0.00001758076,0.0001333516,0.0008187839,0.000002510416,0.00001025016,0.00005412679,0.000009479435,0.004831454,0.9931092,0.00003491071,0.0009731268,0.000005099974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385024,0.0009915334,0.05764882,0.00007551382,0.00005778802,0.00009833093,0.0002898719,0.0005440548,0.001791684],"genre_scores_gemma":[0.9681455,0.0005287233,0.02877114,0.00002940952,0.00002871603,0.0001184765,0.0003668938,0.0000695391,0.001941566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007524628,"threshold_uncertainty_score":0.002517164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149186170302481,"score_gpt":0.2446142344237365,"score_spread":0.2331223727207117,"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."}}