{"id":"W2773303520","doi":"","title":"Microcarrier Screening for Skin-derived Precursor Schwann Cell Culture in Stirred Tank Bioreactors","year":2016,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microcarrier; Bioreactor; Suspension culture; Suspension (topology); Cell culture; Chemistry; Materials science; HaCaT; Cell biology; Chemical engineering; Biomedical engineering; Biophysics; Cell; Biology; Biochemistry; In vitro; Medicine; Mathematics; Engineering","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":[0.0006872319,0.0008816922,0.0008579579,0.0009851453,0.0003058238,0.0005625477,0.000460513,0.0005888849,0.0009297623],"category_scores_gemma":[0.0008453691,0.0002731799,0.0005968175,0.0009035734,0.0002036476,0.0002644937,0.0003797571,0.000393666,0.0008207174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398136,"about_ca_system_score_gemma":0.0003654017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697235,"about_ca_topic_score_gemma":0.002529874,"domain_scores_codex":[0.9993579,0.0001260125,0.00007950481,0.0001181922,0.0002372812,0.0000811029],"domain_scores_gemma":[0.9994301,0.0002907527,0.00006645287,0.00002916562,0.0001342375,0.00004921663],"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":[0.00007758147,0.00007785793,0.0002701821,0.00007475131,0.000007623025,0.00007368672,0.0000250313,0.0001969976,0.9974217,0.00002383456,0.00003307927,0.001717716],"study_design_scores_gemma":[0.00001063002,0.000598298,0.001913958,0.000009577922,0.00005176744,0.000119308,0.00003569377,0.0009327293,0.9952635,0.0000159753,0.001035115,0.00001346595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252159,0.005970054,0.06214003,0.0002919905,0.0001096982,0.001222109,0.001579698,0.0006783052,0.002792254],"genre_scores_gemma":[0.8374865,0.006523336,0.1451443,0.0001599426,0.00005876761,0.001017542,0.003467253,0.0001340972,0.006008281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697235,"threshold_uncertainty_score":0.003634453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930234917150335,"score_gpt":0.2651996490000428,"score_spread":0.2358972998285395,"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."}}