{"id":"W2887047851","doi":"10.11159/icbes18.108","title":"Combined Influence of Cellular and Mechanical Cues on Ex VivoExpansion of Hematopoietic Stem/Progenitor Cells","year":2018,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ex vivo; Progenitor cell; Haematopoiesis; Stem cell; Cell biology; Progenitor; Biology; In vivo; Biotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001398751,0.0003395395,0.000300883,0.0001807768,0.0002024967,0.0004730961,0.0001844012,0.0002797857,0.002333206],"category_scores_gemma":[0.0002062549,0.0002083307,0.000224185,0.0001753474,0.0003141437,0.0002406504,0.0003130187,0.0005524586,0.0001743411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662733,"about_ca_system_score_gemma":0.0003555133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006661802,"about_ca_topic_score_gemma":0.002358868,"domain_scores_codex":[0.999837,0.00002467328,0.00001348791,0.00001920926,0.00003485009,0.00007082612],"domain_scores_gemma":[0.9998589,0.00005339011,0.0000214619,0.00001015038,0.00001192927,0.00004423031],"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":[0.000701428,0.00008627217,0.0002007241,0.00008538881,0.000008497365,0.0000996626,0.00002731174,0.0001972204,0.9959838,0.0001384067,0.00009799057,0.002373153],"study_design_scores_gemma":[0.00007550053,0.0004368313,0.004849258,0.00001290022,0.00003452558,0.00008759693,0.0001062967,0.0009589118,0.9915183,0.00006603555,0.001843153,0.00001063952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955271,0.001657591,0.000643252,0.00008525814,0.00007230735,0.00001495312,0.0001631771,0.00001414724,0.001822244],"genre_scores_gemma":[0.9967839,0.0008390747,0.0006585998,0.00007373164,0.00002863524,0.00003311548,0.0001658886,0.00001244137,0.001404636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002333206,"threshold_uncertainty_score":0.007805288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007284734025333985,"score_gpt":0.211656642463886,"score_spread":0.204371908438552,"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."}}