{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002742211,0.000318471,0.0002443376,0.0004222369,0.0001381668,0.0008233273,0.000196658,0.0003964255,0.001942709],"category_scores_gemma":[0.0001805243,0.000160241,0.0002234262,0.0002613943,0.0003914517,0.0005385407,0.0003574549,0.0007045248,0.001018629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937738,"about_ca_system_score_gemma":0.000200487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000185015,"about_ca_topic_score_gemma":0.0002517385,"domain_scores_codex":[0.9998237,0.00004377614,0.00002662592,0.00003239995,0.00005787142,0.00001556994],"domain_scores_gemma":[0.999907,0.00002596717,0.00002635046,0.00001037513,0.00001819462,0.00001211013],"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":[0.0002261312,0.00006904945,0.0009849258,0.002495443,0.00003286108,0.0008963555,0.0002266838,0.0006681972,0.8150833,0.02321158,0.00366662,0.152439],"study_design_scores_gemma":[0.00002568523,0.0008840973,0.006108949,0.000395154,0.00008665691,0.004094821,0.000134635,0.000970008,0.5956065,0.00627931,0.3853868,0.00002744495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1674942,0.5894231,0.1446337,0.004064498,0.002724982,0.0003257143,0.001999783,0.0006499046,0.08868415],"genre_scores_gemma":[0.4090909,0.4631386,0.06138497,0.002978759,0.002407068,0.0003362658,0.00312369,0.0002186534,0.05732119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001942709,"threshold_uncertainty_score":0.006498933,"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."}}