{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008152076,0.0001678761,0.0002715263,0.000183641,0.00009243935,0.00001350571,0.0001412813,0.0004055537,0.00004603006],"category_scores_gemma":[0.0000424723,0.0001324875,0.00009116658,0.0003477867,0.0002157865,0.00004089372,0.00001055683,0.0001480206,0.00004948833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002624916,"about_ca_system_score_gemma":0.00006322706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.913088e-7,"about_ca_topic_score_gemma":5.347939e-8,"domain_scores_codex":[0.9990586,0.000004755088,0.0001800937,0.0003408777,0.0001105692,0.0003051278],"domain_scores_gemma":[0.9992893,0.00002567476,0.00009076015,0.0003937949,0.0001202353,0.00008021379],"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":[0.0004025396,0.001393207,0.00131739,0.0001024319,0.0001392584,0.000005309993,0.00004901266,5.146726e-7,0.6596279,0.005077624,0.0008762598,0.3310086],"study_design_scores_gemma":[0.003674765,0.0009646466,0.001392747,0.00004372173,0.00007215112,0.00002630566,0.00004208845,0.000229283,0.7750533,0.0009771599,0.2173216,0.0002022548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328244,0.006065324,0.02156,0.03141823,0.0001312918,0.004846964,0.00005931441,0.001640034,0.00145444],"genre_scores_gemma":[0.986757,0.00005780892,0.009995252,0.0008348132,0.000128934,0.001075704,0.00008231503,0.00002520213,0.001043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3308063,"threshold_uncertainty_score":0.5402684,"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."}}