{"id":"W2414345519","doi":"10.1007/7651_2016_329","title":"In Vitro Culture of Human Hematopoietic Stem Cells in Serum Free Medium and Their Monitoring by Flow Cytometry","year":2016,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Héma-Québec","funders":"","keywords":"Leukoreduction; Stem cell; Haematopoiesis; Flow cytometry; CD34; In vitro; Biology; Immunology; Cell biology; Platelet; Biochemistry","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":[0.0006484839,0.0004227677,0.0005364435,0.0004548355,0.0003701012,0.0005032178,0.000453683,0.0003196848,0.001797734],"category_scores_gemma":[0.0002749064,0.0001665246,0.0003336647,0.0006776452,0.0002924566,0.0003581048,0.0003635542,0.0008787199,0.001086752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957394,"about_ca_system_score_gemma":0.0002979104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007364075,"about_ca_topic_score_gemma":0.0008293383,"domain_scores_codex":[0.9994596,0.0001222029,0.00008396152,0.0001233278,0.0001423253,0.00006857336],"domain_scores_gemma":[0.9997496,0.00008212969,0.00002312431,0.00006372418,0.00006152432,0.00001996473],"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":[0.0002001949,0.00006461924,0.0004300854,0.00005314648,0.000008117984,0.00006565788,0.0001513841,0.0001877018,0.9941494,0.0003509656,0.0001205445,0.004218157],"study_design_scores_gemma":[0.00001407699,0.0001745296,0.001816428,0.000008711407,0.00003096499,0.00008333052,0.0000239113,0.001233858,0.9934638,0.0002082285,0.002935906,0.000006201809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7641314,0.007245242,0.2086857,0.0004045999,0.0002582048,0.0009545299,0.004420226,0.0007914795,0.01310854],"genre_scores_gemma":[0.8376634,0.004617174,0.1366566,0.0003358789,0.0001553382,0.001943287,0.006590878,0.0002083265,0.01182921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797734,"threshold_uncertainty_score":0.006014049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904375367379678,"score_gpt":0.3513217125686594,"score_spread":0.3322779588948626,"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."}}