{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656912,0.0002868481,0.0001630248,0.0004376906,0.0001268761,0.0004264038,0.0002267498,0.000262488,0.001086859],"category_scores_gemma":[0.0001762959,0.0001502765,0.0001801068,0.0002285093,0.0001952645,0.0003000076,0.0002281871,0.000569264,0.0005462377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708719,"about_ca_system_score_gemma":0.0002253865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156335,"about_ca_topic_score_gemma":0.002088156,"domain_scores_codex":[0.9998866,0.0000180571,0.00001037229,0.00001896549,0.0000553112,0.00001060514],"domain_scores_gemma":[0.9999205,0.00003692874,0.000008764211,0.000009811576,0.00001688196,0.000006988705],"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":[0.00001843593,0.00002187372,0.0001794323,0.00005941897,0.000002487351,0.0001274391,0.00008062397,0.0002874831,0.9894804,0.0005614478,0.0001231081,0.009057996],"study_design_scores_gemma":[0.000007807646,0.0001468129,0.003391932,0.00004538168,0.00002467395,0.00101642,0.00007270205,0.003179206,0.9595923,0.0006518539,0.03185989,0.00001092793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6120303,0.0682915,0.269422,0.001853286,0.0004718577,0.0003157428,0.001384317,0.0007208515,0.04551017],"genre_scores_gemma":[0.8197986,0.03577288,0.1231361,0.0007602228,0.0001631459,0.000318269,0.002079709,0.0001662162,0.01780485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001156335,"threshold_uncertainty_score":0.003635883,"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."}}