{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004282889,0.0002259944,0.0004435373,0.0002281209,0.00004072271,0.000004626453,0.0001114399,0.0001906447,0.00004644874],"category_scores_gemma":[0.0000193009,0.0001507327,0.00007330019,0.0001769463,0.0002463268,0.00001673731,0.00003855626,0.0000953011,0.000003641517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675002,"about_ca_system_score_gemma":0.0001055796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000294019,"about_ca_topic_score_gemma":0.00005051231,"domain_scores_codex":[0.9980775,0.0002098614,0.0005319245,0.0004910251,0.0004127649,0.0002769598],"domain_scores_gemma":[0.9990196,0.0002114488,0.0001840773,0.00021883,0.00024707,0.0001189731],"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":[0.003027813,0.00009159336,0.0002592822,0.00006737785,0.00006145753,0.000003353955,0.0002476698,0.0000609702,0.9780423,0.00001983227,0.00007896122,0.01803941],"study_design_scores_gemma":[0.01360678,0.001119119,0.006846291,0.0002424525,0.00003736666,0.000001961457,0.0002041642,0.0002865428,0.9771604,0.000105672,0.0002040857,0.0001851751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670402,0.000408074,0.03058454,0.0005916526,0.000290115,0.0009251069,0.00002448108,0.000009891815,0.0001259421],"genre_scores_gemma":[0.9987257,0.000323365,0.0002810087,0.00002478027,0.0001920312,0.00002683712,0.00005246433,0.00002285496,0.0003510094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03168545,"threshold_uncertainty_score":0.6146699,"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."}}