{"id":"W153421366","doi":"10.1007/978-1-62703-128-8_17","title":"Colony Forming Cell Assays for Human Hematopoietic Progenitor Cells","year":2012,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stemcell Technologies","funders":"","keywords":"Progenitor cell; Haematopoiesis; Stem cell; Biology; Enumeration; Cord blood; Bone marrow; Immunology; CD34; Cell culture; Blood cell; Myeloid; Colony-forming unit; Cell biology; Molecular biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002631365,0.00225293,0.001298056,0.003340509,0.0008994949,0.0008258618,0.002018539,0.001198047,0.02202629],"category_scores_gemma":[0.003179105,0.0006170568,0.001202967,0.002824569,0.0006183202,0.0006308299,0.001432151,0.002273921,0.01288306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005590122,"about_ca_system_score_gemma":0.0008098172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009400728,"about_ca_topic_score_gemma":0.002183634,"domain_scores_codex":[0.9925566,0.001967706,0.0008848314,0.0008368663,0.003362712,0.0003913615],"domain_scores_gemma":[0.9968603,0.0009920693,0.0001882449,0.0005605266,0.001206204,0.0001927812],"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":[0.0007029336,0.0008661639,0.003354986,0.001833375,0.0001388188,0.0003200592,0.0009367904,0.0008585576,0.8593395,0.005441808,0.02955716,0.09664974],"study_design_scores_gemma":[0.0001325104,0.001042942,0.005257025,0.0002902713,0.000188202,0.001170895,0.0001068553,0.003768798,0.8604658,0.001289615,0.1261826,0.0001043426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1038252,0.02600512,0.7327094,0.0009817829,0.002403513,0.01207113,0.01886925,0.009315647,0.09381904],"genre_scores_gemma":[0.1147022,0.01592495,0.770071,0.000563524,0.0004498722,0.01103012,0.03691065,0.0009973305,0.04935042],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02202629,"threshold_uncertainty_score":0.07368529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820685108514547,"score_gpt":0.4134720081386649,"score_spread":0.3752651570535194,"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."}}