{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000262022,0.0001917537,0.0004770202,0.000140517,0.0000746739,0.000003919589,0.00005832644,0.0002137714,0.0000357117],"category_scores_gemma":[0.00003574941,0.0001622113,0.00005745603,0.0001427574,0.0001411518,0.00002594542,0.00005503761,0.0001877478,0.000005451293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002522509,"about_ca_system_score_gemma":0.00002567288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002294484,"about_ca_topic_score_gemma":0.00001424853,"domain_scores_codex":[0.9984668,0.0004255379,0.0002747574,0.0005126165,0.00007344567,0.0002467641],"domain_scores_gemma":[0.9994498,0.00006374238,0.00007931951,0.0003015334,0.00002926291,0.00007629621],"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":[0.0001548107,0.0002355043,0.006575402,0.00001318454,0.000117498,0.00147832,0.0001586586,0.000002280927,0.973493,0.00004184801,0.00003944884,0.01769006],"study_design_scores_gemma":[0.002444044,0.0006622826,0.002394951,0.00003236908,0.00009200252,0.0004806548,0.0000452951,0.00002938754,0.9910691,0.001423654,0.001168194,0.000158111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776307,0.00191032,0.01942905,0.0001160236,0.0002117382,0.0003912396,0.000009035359,0.00003890526,0.0002629962],"genre_scores_gemma":[0.5651206,0.0008272752,0.4330822,0.0003189587,0.00006222299,0.00003765603,0.00007219652,0.00003735642,0.00044161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4136531,"threshold_uncertainty_score":0.6614785,"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."}}