{"id":"W4398194089","doi":"10.1016/j.jcyt.2024.03.124","title":"THE VALIDATION OF AN ANIMAL COMPONENT-FREE SUSPENSION CULTURE FOR HUMAN MESENCHYMAL STROMAL CELLS IN HORIZONTAL AND VERTICAL WHEEL CULTURE SYSTEM","year":2024,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Terry Fox Research Institute; Stemcell Technologies","funders":"","keywords":"Mesenchymal stem cell; Component (thermodynamics); Suspension culture; Suspension (topology); Stromal cell; Cell culture; Cell biology; Biology; Physics; Mathematics; Cancer research; Genetics","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":[0.0007541523,0.0003252674,0.0001826055,0.0002523298,0.00039952,0.0004276139,0.0003007829,0.0004777423,0.0007507445],"category_scores_gemma":[0.0003273115,0.000119473,0.0002871945,0.0002075828,0.0002543562,0.0002357219,0.0002133079,0.0002776061,0.0003807832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340619,"about_ca_system_score_gemma":0.0005815685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272178,"about_ca_topic_score_gemma":0.00523837,"domain_scores_codex":[0.9995385,0.00007418352,0.00005034217,0.00009897709,0.0002025638,0.00003543588],"domain_scores_gemma":[0.9996387,0.00009736745,0.00005940639,0.00005507109,0.0001211471,0.00002827319],"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":[0.00002511994,0.00002888578,0.0002759103,0.00002350183,0.000002450646,0.00001762092,0.00002980124,0.00008865126,0.9982248,0.00006883471,0.00002483877,0.001189521],"study_design_scores_gemma":[0.000003530257,0.0002259112,0.002141946,0.000004793107,0.00001923049,0.00005106897,0.00002974551,0.0009552338,0.9951711,0.00001985772,0.001372399,0.000005159918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937703,0.001462567,0.05612377,0.0001594405,0.0001446887,0.0002629393,0.0007167449,0.0001913246,0.003235656],"genre_scores_gemma":[0.94511,0.001346812,0.04800161,0.00009333482,0.00003010376,0.0003683669,0.001111733,0.00004311359,0.003895025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00272178,"threshold_uncertainty_score":0.005411863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00955117971425136,"score_gpt":0.2767310416893526,"score_spread":0.2671798619751013,"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."}}