{"id":"W2255907564","doi":"10.1007/7651_2015_311","title":"Expansion of Human Induced Pluripotent Stem Cells in Stirred Suspension Bioreactors","year":2015,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Induced pluripotent stem cell; Bioreactor; Human Induced Pluripotent Stem Cells; Regenerative medicine; Suspension culture; Cell biology; Stem cell; Biology; Cell culture; Biotechnology; Biochemical engineering; Engineering; Embryonic stem cell; Biochemistry; Genetics; Botany","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":[0.0007040782,0.00036442,0.0004615528,0.0003639795,0.0002547316,0.0005103608,0.0004749776,0.0003017123,0.002073633],"category_scores_gemma":[0.0002985075,0.0001922392,0.0004671421,0.000366381,0.0001528166,0.0002646576,0.0004109494,0.0007687199,0.001427394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539689,"about_ca_system_score_gemma":0.0002758563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00054227,"about_ca_topic_score_gemma":0.0007292771,"domain_scores_codex":[0.999625,0.00005996053,0.00005577807,0.00007245655,0.0001421751,0.00004466806],"domain_scores_gemma":[0.9998104,0.00005980385,0.00001634535,0.00003206734,0.00005075957,0.00003061715],"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":[0.0001581821,0.00006963568,0.0003722336,0.00005111279,0.00001034571,0.00008263662,0.00008420784,0.0004577849,0.9946904,0.0002281165,0.0002135154,0.003581838],"study_design_scores_gemma":[0.0000365919,0.0003068352,0.002117152,0.00001299596,0.00003903481,0.0001138121,0.00003289958,0.00365889,0.9889733,0.0001311227,0.004568961,0.000008391989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8820723,0.004223844,0.09149646,0.0004417496,0.0004208191,0.001182949,0.004162023,0.0009947895,0.0150051],"genre_scores_gemma":[0.9238883,0.001626808,0.05384564,0.0002063557,0.0001388185,0.0004788259,0.006087578,0.0001769711,0.01355077],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002073633,"threshold_uncertainty_score":0.006937027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06661156820012476,"score_gpt":0.3999523486537178,"score_spread":0.3333407804535931,"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."}}