{"id":"W2339034911","doi":"10.1111/trf.13461","title":"Producing megakaryocytes from a human peripheral blood source","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Peripheral blood; Medicine; Immunology","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":[0.0004876532,0.0004433594,0.0003056011,0.000285015,0.0001159579,0.0004840223,0.0002914529,0.0003377062,0.002607935],"category_scores_gemma":[0.0004014751,0.0001304125,0.0001968445,0.000303167,0.0001624214,0.0001906711,0.0004943916,0.0005886593,0.001767562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089633,"about_ca_system_score_gemma":0.0002197008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139507,"about_ca_topic_score_gemma":0.000189356,"domain_scores_codex":[0.9998283,0.00004586085,0.00002200998,0.00003740206,0.00004964622,0.00001662138],"domain_scores_gemma":[0.9997804,0.00007592751,0.00003368646,0.00003418713,0.00004160258,0.00003423653],"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":[0.0001502293,0.0000742743,0.0007449336,0.0001670879,0.00001009552,0.0001092923,0.00003682744,0.0001633644,0.9850856,0.0001451944,0.0002441151,0.01306897],"study_design_scores_gemma":[0.0001374342,0.00133021,0.005517098,0.00008118592,0.00008498334,0.001596146,0.00002533926,0.001909474,0.9712034,0.0001661492,0.01794088,0.000007718397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218012,0.01427997,0.1516842,0.0003834667,0.0002002006,0.001385625,0.002252726,0.001051925,0.006960479],"genre_scores_gemma":[0.765493,0.009571788,0.2102015,0.0002809614,0.0001523015,0.0006649674,0.006761713,0.0001619685,0.006711682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607935,"threshold_uncertainty_score":0.008724451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261570706481424,"score_gpt":0.2449740580739307,"score_spread":0.2323583510091165,"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."}}