{"id":"W331839031","doi":"10.1007/978-1-61779-307-3_16","title":"Megakaryocyte and Platelet Production from Human Cord Blood Stem Cells","year":2011,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Héma-Québec","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thrombopoietin; Megakaryocyte; Platelet; Cord blood; Ex vivo; Haematopoiesis; Stem cell; Thrombopoiesis; Immunology; Cell biology; CD34; Biology; Megakaryocytopoiesis; Flow cytometry; In vivo; Biotechnology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006410962,0.000348348,0.0004563885,0.0004005263,0.0002486574,0.000646401,0.0003299127,0.0003919818,0.003247618],"category_scores_gemma":[0.0005180081,0.0001978568,0.0004366348,0.0003624515,0.0001935312,0.000175519,0.0006281572,0.0008500293,0.0009051054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407751,"about_ca_system_score_gemma":0.0003127923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005419406,"about_ca_topic_score_gemma":0.001057248,"domain_scores_codex":[0.9997563,0.00006746815,0.00004073336,0.00003450402,0.00006352824,0.00003741281],"domain_scores_gemma":[0.9997655,0.00007249769,0.00001855344,0.00005449706,0.00004064054,0.00004827905],"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":[0.001090059,0.00008639017,0.001101755,0.0002404139,0.00004633964,0.0003600679,0.0001835268,0.0001881208,0.9786593,0.000811991,0.000728586,0.01650351],"study_design_scores_gemma":[0.0002093254,0.0004114685,0.006367913,0.00005273018,0.000119647,0.0004607306,0.00004674448,0.000758716,0.9756994,0.000206046,0.01565983,0.000007422236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9581202,0.01152586,0.01338013,0.0006047916,0.0003123383,0.0003545343,0.003116885,0.0001796235,0.01240551],"genre_scores_gemma":[0.9759699,0.002517486,0.008467683,0.0001606655,0.00008468155,0.0001685366,0.005208016,0.00006732332,0.007355724],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003247618,"threshold_uncertainty_score":0.01086438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605514496948189,"score_gpt":0.3614809296325873,"score_spread":0.3154257846631054,"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."}}