{"id":"W2057201931","doi":"10.1002/btpr.591","title":"Efficient suspension bioreactor expansion of murine embryonic stem cells on microcarriers in serum‐free medium","year":2011,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Canadian Institutes of Health Research","keywords":"Microcarrier; Laboratory flask; Embryonic stem cell; Bioprocess; Cell biology; Bioreactor; Cell culture; Suspension culture; Chemically defined medium; Chemistry; Biotechnology; Biology; Immunology; Biochemistry; In vitro; Genetics; Botany","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":[0.0003286808,0.0004208491,0.0002723654,0.0005071184,0.0001579751,0.0003305161,0.0003168109,0.0002577522,0.0006848458],"category_scores_gemma":[0.0002216001,0.0001597365,0.0002925514,0.0002610589,0.0001990071,0.0002073132,0.0002912126,0.0004347119,0.0006634245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129032,"about_ca_system_score_gemma":0.0002276221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007896086,"about_ca_topic_score_gemma":0.001520776,"domain_scores_codex":[0.9997938,0.00002307916,0.0000220133,0.00003827135,0.00009395667,0.00002881471],"domain_scores_gemma":[0.9998073,0.00007677082,0.00003622467,0.00002836896,0.0000299428,0.00002148516],"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":[0.00001539232,0.00001145898,0.00007084471,0.00001552682,0.000001818866,0.00002538326,0.00002371928,0.0001861333,0.9978768,0.00007917263,0.0000430933,0.001650861],"study_design_scores_gemma":[0.000003327805,0.00006947708,0.0004332514,0.000003000556,0.000007156186,0.0000320375,0.000005081455,0.001257619,0.997027,0.00002070873,0.001138812,0.000002706594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248188,0.002502408,0.0658987,0.0001605685,0.0001065455,0.0002839767,0.0007409535,0.0006542423,0.004833777],"genre_scores_gemma":[0.8829615,0.002429231,0.1060373,0.00007031704,0.00005384488,0.0002897975,0.001170274,0.0001707496,0.006816983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007896086,"threshold_uncertainty_score":0.002995789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072458526790614,"score_gpt":0.241469776046969,"score_spread":0.2207451907790629,"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."}}