{"id":"W2509388703","doi":"10.3791/54345","title":"Competitive Transplants to Evaluate Hematopoietic Stem Cell Fitness","year":2016,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Homing (biology); Stem cell; Hematopoietic stem cell; Biology; Bone marrow; Haematopoiesis; Cell sorting; Flow cytometry; Immunology; Cell biology","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":[0.001410228,0.001154491,0.0006526343,0.001342179,0.0004687553,0.0006371308,0.0007173636,0.000905249,0.008894587],"category_scores_gemma":[0.0008471924,0.0002667379,0.0005320272,0.0007588577,0.0005342272,0.0007364913,0.000950336,0.00287307,0.001268129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228613,"about_ca_system_score_gemma":0.0003517051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006336442,"about_ca_topic_score_gemma":0.0009698328,"domain_scores_codex":[0.998359,0.0002798093,0.0001578146,0.0002641907,0.0007624665,0.0001766725],"domain_scores_gemma":[0.9984959,0.0004926223,0.0002403362,0.0002405176,0.0002740062,0.0002565481],"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":[0.000557603,0.0003881834,0.002781395,0.0002553735,0.00006816694,0.0002491919,0.0001996819,0.0004081945,0.9739578,0.005310193,0.0008922804,0.01493192],"study_design_scores_gemma":[0.00005261507,0.001659132,0.008494311,0.00004652452,0.0001202341,0.0007233596,0.00007856821,0.004971206,0.9736567,0.001037636,0.009128992,0.00003075315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7782035,0.01127514,0.1690931,0.0004322371,0.0007541948,0.00172861,0.005163735,0.00179889,0.03155035],"genre_scores_gemma":[0.8879259,0.00441908,0.06846917,0.0004546966,0.0002231496,0.002362094,0.004429709,0.0009412701,0.03077501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008894587,"threshold_uncertainty_score":0.02975535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209838029127609,"score_gpt":0.4077038151812075,"score_spread":0.3656054348899314,"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."}}