{"id":"W2076176811","doi":"10.1002/btpr.260","title":"A novel alginate hollow fiber bioreactor process for cellular therapy applications","year":2009,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Michael Smith Health Research BC; Stem Cell Network","keywords":"Bioreactor; Microcarrier; Chinese hamster ovary cell; Cell encapsulation; Cell culture; Biomedical engineering; Bioprocess; Tissue engineering; Cell therapy; Chemistry; Cell biology; Cell; Chromatography; Materials science; Biochemistry; Biology; Medicine","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":[0.0003021723,0.0006449921,0.000266974,0.0003016439,0.0002605534,0.0003567497,0.0004288901,0.0005450524,0.00107303],"category_scores_gemma":[0.0001922552,0.0001739469,0.0004688587,0.0002252956,0.0001424657,0.0004180048,0.000247255,0.0004855162,0.0008263462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004984513,"about_ca_system_score_gemma":0.0005245921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112487,"about_ca_topic_score_gemma":0.001309356,"domain_scores_codex":[0.9997359,0.0000170207,0.00002527318,0.00006609399,0.0001307502,0.00002496002],"domain_scores_gemma":[0.9998966,0.00001389497,0.00003138738,0.000008505711,0.00003589668,0.00001375142],"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":[0.00001617415,0.00001107512,0.00003492694,0.00005730053,0.000002027118,0.00002822811,0.00001087955,0.0001238876,0.9927952,0.0001194549,0.00009136457,0.006709421],"study_design_scores_gemma":[0.00001031869,0.0001585094,0.0005943063,0.00001021389,0.0000170091,0.0003491984,0.000007986434,0.002243047,0.984337,0.00007730143,0.0121776,0.0000175245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4218071,0.01637484,0.5461254,0.0007408115,0.0007088821,0.0007533319,0.001037361,0.00313886,0.009313571],"genre_scores_gemma":[0.6072229,0.006023549,0.3732887,0.0004421317,0.0001219332,0.0005211718,0.0008178891,0.0001652151,0.01139652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001112487,"threshold_uncertainty_score":0.003616571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476103921202849,"score_gpt":0.3011752395789466,"score_spread":0.2764142003669181,"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."}}