{"id":"W2144696037","doi":"10.1016/j.jcyt.2015.05.006","title":"Heterogeneity of in vitro–cultured CD34+ cells isolated from peripheral blood","year":2015,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Héma-Québec","funders":"","keywords":"In vitro; Peripheral blood; CD34; Peripheral; Peripheral Blood Stem Cells; Immunology; Biology; Cell biology; Chemistry; Medicine; Internal medicine; Stem cell; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001253724,0.0001412761,0.0003657093,0.00006165591,0.00001088538,0.000007486508,0.00007688103,0.0001386883,0.0001129641],"category_scores_gemma":[0.000006911082,0.0001205972,0.00007883827,0.0001635396,0.0000430733,0.0000367629,0.000004492519,0.0001091007,0.00001903494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004523731,"about_ca_system_score_gemma":0.00007698677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002637667,"about_ca_topic_score_gemma":0.00004308982,"domain_scores_codex":[0.9989877,0.00007003342,0.0003241412,0.0002176306,0.0002248158,0.0001756197],"domain_scores_gemma":[0.9994372,0.0000313551,0.00007690302,0.0002483524,0.00007704442,0.0001291802],"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":[0.001118563,0.0002747676,0.01090436,0.00003557374,0.00009045155,0.0000490506,0.003631009,0.00001537552,0.9833519,0.000004391652,0.00004910671,0.0004754612],"study_design_scores_gemma":[0.007252862,0.0002509463,0.005610038,0.00007939917,0.00005537978,0.00002359615,0.0001925183,0.0003536546,0.9856673,0.00005367284,0.0003431716,0.0001174681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972574,0.0005497498,0.000954998,0.0001179906,0.0001304354,0.0003342934,0.00004079641,0.00004303154,0.0005713793],"genre_scores_gemma":[0.9952939,0.00009268767,0.004056321,0.000233691,0.00006870163,0.00001215709,0.00007469461,0.00002735135,0.0001405295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006134299,"threshold_uncertainty_score":0.4917813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569417657088085,"score_gpt":0.2754687008654416,"score_spread":0.2497745242945607,"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."}}