{"id":"W4387157798","doi":"10.1002/bit.28557","title":"Bioprocess development for cord blood mesenchymal stromal cells on microcarriers in Vertical‐Wheel bioreactors","year":2023,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Agri-Food Innovation Alliance","keywords":"Microcarrier; Bioreactor; Mesenchymal stem cell; Bioprocess; Stromal cell; Cell; Laboratory flask; Biomedical engineering; Cell biology; Platelet lysate; Chemistry; Biology; Medicine; Biochemistry","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":[0.000637739,0.00050616,0.0003150279,0.0003923231,0.0001876224,0.0006706956,0.0003249965,0.0003573007,0.000583732],"category_scores_gemma":[0.0006123608,0.0002144074,0.0004535805,0.0003101235,0.0001884969,0.0003226751,0.0003265291,0.0003352664,0.000630518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764162,"about_ca_system_score_gemma":0.0003593695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604386,"about_ca_topic_score_gemma":0.00243793,"domain_scores_codex":[0.999582,0.00006478735,0.00006317024,0.00006990728,0.0001633428,0.00005680663],"domain_scores_gemma":[0.9996409,0.0001013165,0.000115884,0.00003184834,0.00008173424,0.00002835282],"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":[0.00002499079,0.00002852008,0.0001344811,0.0000289568,0.000002443292,0.00002444496,0.00001972384,0.0001806257,0.9974234,0.00006202918,0.00002544112,0.002044945],"study_design_scores_gemma":[0.000003174178,0.0001098957,0.0008467251,0.000005434971,0.000009980237,0.00004050965,0.00001351237,0.00115745,0.996729,0.00001391493,0.001065047,0.000005402183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083259,0.002557722,0.0849638,0.0001490856,0.0001367989,0.0004586663,0.0003652389,0.0004660695,0.002576821],"genre_scores_gemma":[0.8682898,0.002526917,0.1239748,0.00007677683,0.00003415233,0.0004693146,0.0006923044,0.00008408579,0.003851866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604386,"threshold_uncertainty_score":0.003456712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568547200101838,"score_gpt":0.2801630600475764,"score_spread":0.254477588046558,"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."}}