{"id":"W1948042372","doi":"10.1002/0471142956.cy0604s25","title":"Enumeration of <scp>CD</scp>34<sup>+</sup> Hematopoietic Stem and Progenitor Cells","year":2003,"lang":"en","type":"article","venue":"Current Protocols in Cytometry","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University Health Network","funders":"","keywords":"CD34; Enumeration; Apheresis; Haematopoiesis; Progenitor cell; Flow cytometry; Stem cell; Biology; Progenitor; Immunology; Computational biology; Antigen; Transplantation; Cell biology; Medicine; Internal medicine; Mathematics; Combinatorics; Platelet","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007418676,0.0003002931,0.0005888207,0.000527908,0.00005443674,0.00003981462,0.000121022,0.0001720122,0.00004888553],"category_scores_gemma":[0.0001835588,0.0002821627,0.0001036231,0.0009017372,0.0001126655,0.0001661649,0.00002595321,0.0003370525,0.00004426093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254607,"about_ca_system_score_gemma":0.0002068175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002016325,"about_ca_topic_score_gemma":5.772727e-7,"domain_scores_codex":[0.997404,0.0002191168,0.0008751134,0.0004904987,0.0006078546,0.000403454],"domain_scores_gemma":[0.9986206,0.0003440333,0.0002419204,0.0004257522,0.0001599365,0.0002077644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001698869,0.002682053,0.8587329,0.02694754,0.0001182177,0.0001214312,0.007035132,0.00006680682,0.08336572,0.002648493,0.0009314211,0.01718041],"study_design_scores_gemma":[0.007930174,0.0005930778,0.01433617,0.00495157,0.0001716714,0.000313554,0.002012203,0.0009444847,0.9547878,0.0003010042,0.01336581,0.0002924768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186634,0.0007365875,0.003298002,0.00002357383,0.0001834758,0.07557797,0.00002850739,0.00008859939,0.001399841],"genre_scores_gemma":[0.9622371,0.00004628602,0.001669473,0.00002444348,0.00008098641,0.03572759,0.00002080183,0.00005127315,0.0001421065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8714221,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087304174522973,"score_gpt":0.3324522704018102,"score_spread":0.2915792286565805,"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."}}