{"id":"W189796043","doi":"10.1007/978-1-59745-060-7_7","title":"Ex Vivo Megakaryocyte Expansion and Platelet Production from Human Cord Blood Stem Cells","year":2008,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Héma-Québec","funders":"","keywords":"Thrombopoiesis; Thrombopoietin; Ex vivo; Cord blood; Megakaryocyte; Stem cell; Haematopoiesis; Platelet; Cell biology; CD34; Biology; Immunology; Progenitor cell; In vivo; Biotechnology","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":[0.0002780763,0.0002917951,0.0003322981,0.0002997483,0.0001565442,0.0003816863,0.0002054386,0.0001963634,0.002851485],"category_scores_gemma":[0.0001554661,0.0001421236,0.0002087003,0.0002683856,0.000111769,0.0001462829,0.0003491464,0.000500573,0.001190302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529781,"about_ca_system_score_gemma":0.0002060663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002327483,"about_ca_topic_score_gemma":0.000458119,"domain_scores_codex":[0.9998442,0.00002196848,0.0000264709,0.00002576036,0.00006360525,0.00001797053],"domain_scores_gemma":[0.9999393,0.00001264047,0.000008017327,0.000014697,0.00001693439,0.000008412879],"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":[0.0001486395,0.00003775087,0.0002519997,0.0002095938,0.00000854111,0.0001554375,0.00008245398,0.0002147531,0.9716299,0.0006414627,0.0004402084,0.02617935],"study_design_scores_gemma":[0.00001978785,0.0002381654,0.001196787,0.00002713864,0.00002234713,0.0003108384,0.00001197585,0.0004958347,0.9778877,0.0001019947,0.01968275,0.000004535803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188961,0.02419663,0.1150782,0.0004226155,0.00042409,0.001330672,0.005808013,0.0009643584,0.03287943],"genre_scores_gemma":[0.8688412,0.01506955,0.08454387,0.0001766329,0.000122774,0.0007986149,0.008006467,0.0002134404,0.02222753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002851485,"threshold_uncertainty_score":0.009539187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335383828323497,"score_gpt":0.3548895824506812,"score_spread":0.3215357441674462,"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."}}