{"id":"W2057482171","doi":"10.1002/btpr.583","title":"New bioengineering insights into human neural precursor cell expansion in culture","year":2011,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cell biology; Cell; Cell growth; Neural cell; Biology; Cell culture; Cell division; Precursor cell; Nestin; CD44; Neural stem cell; Stem cell; Biochemistry; 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":[0.00003931847,0.0002739414,0.0002348406,0.000379007,0.0001342476,0.00002669706,0.0006159156,0.0003992474,0.00002482025],"category_scores_gemma":[0.00004960917,0.0002379642,0.00005770065,0.0006109706,0.0001642719,0.0001557006,0.0002725009,0.0004193439,0.00005576478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002439341,"about_ca_system_score_gemma":0.00002111688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001670175,"about_ca_topic_score_gemma":0.00001863168,"domain_scores_codex":[0.9983275,0.00007061358,0.0002744838,0.0007117482,0.000176885,0.000438781],"domain_scores_gemma":[0.999337,0.00001994501,0.0001008354,0.0004170436,0.00001362912,0.0001115255],"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":[0.00002312059,0.0001463966,0.0002024536,0.00002327511,0.000001106647,0.0002460141,0.000548151,0.000003068248,0.9898132,0.00633995,0.00004781611,0.002605435],"study_design_scores_gemma":[0.0004449071,0.0005083074,0.0003757387,0.0000252532,0.000006708565,0.00003726949,0.00002870955,0.0003470119,0.9964851,0.0003977335,0.001099143,0.0002441717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974759,0.000381884,0.0004776055,0.000108606,0.0004409068,0.000375737,0.000001131328,0.0005797311,0.0001584702],"genre_scores_gemma":[0.9976431,0.00009088501,0.001905952,0.0001135884,0.00003806816,0.00003393817,9.340727e-7,0.00004200148,0.0001315154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006671833,"threshold_uncertainty_score":0.9703897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193212101754989,"score_gpt":0.2467792856844702,"score_spread":0.2148471646669204,"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."}}