{"id":"W2052081430","doi":"10.1111/voxs.12155","title":"Megakaryopoiesis and <i>ex vivo</i> differentiation of stem cells into megakaryocytes and platelets","year":2015,"lang":"en","type":"article","venue":"ISBT Science Series","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Health Canada; Government of Canada; Canadian Blood Services; Australian Government","keywords":"Megakaryocyte; Thrombopoietin; Thrombopoiesis; Haematopoiesis; Progenitor cell; Platelet; Stem cell; Ex vivo; Cord blood; Cell biology; Population; Biology; Immunology; Megakaryocytopoiesis; In vivo; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001758248,0.0001207805,0.000263366,0.0001201269,0.0001146343,0.00004688496,0.00006793855,0.00004104703,0.000008118773],"category_scores_gemma":[0.00002089313,0.00009075488,0.00001865642,0.0002608259,0.0007208199,0.0005548139,0.00007972075,0.00004244518,0.000003564605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003006993,"about_ca_system_score_gemma":0.000100558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001445533,"about_ca_topic_score_gemma":0.00005117296,"domain_scores_codex":[0.9990577,0.00001247666,0.0001616341,0.0002534239,0.000330492,0.0001843316],"domain_scores_gemma":[0.9994473,0.00002902863,0.0000734475,0.0001488624,0.0001138396,0.0001874645],"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":[0.001120448,0.0006093887,0.2473444,0.0005783585,0.0002104699,0.0002819159,0.02206449,0.00001251134,0.6820302,0.004079235,0.00133037,0.04033821],"study_design_scores_gemma":[0.002391254,0.001046959,0.0440778,0.0001095773,0.0001189053,0.0002178205,0.003425166,0.0002862248,0.943844,0.00262692,0.001618536,0.0002368954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971786,0.0009627308,0.00001752924,0.0004545424,0.0001085725,0.000166426,0.000007663812,0.00002468201,0.001079294],"genre_scores_gemma":[0.9983438,0.0003147879,0.0006960297,0.0000652927,0.00001100589,0.00000420289,0.000002344153,0.000006831177,0.0005556902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2618137,"threshold_uncertainty_score":0.3700877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510078839977351,"score_gpt":0.2456552122077421,"score_spread":0.2305544238079686,"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."}}