{"id":"W2132242229","doi":"10.1080/146532400539242","title":"Stem cell enumeration by flow cytometry: Current concepts and recent developments in CD34+ cell enumeration","year":2000,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Enumeration; Flow cytometry; CD34; Stem cell; Cell; Current (fluid); Biology; Computational biology; Computer science; Immunology; Cell biology; Mathematics; Physics; Combinatorics; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005345885,0.001291663,0.001645244,0.00298687,0.000592977,0.002567543,0.002163464,0.001574256,0.001806955],"category_scores_gemma":[0.001945869,0.0006615184,0.000523159,0.001931264,0.002993042,0.003721944,0.001162009,0.003633642,0.001094464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048157,"about_ca_system_score_gemma":0.001014819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005788109,"about_ca_topic_score_gemma":0.0008230872,"domain_scores_codex":[0.9986958,0.0003987056,0.00008989174,0.0002417066,0.0005062415,0.00006769832],"domain_scores_gemma":[0.99823,0.001123944,0.0001053418,0.0001161426,0.0003146282,0.0001099849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005292043,0.0003395211,0.001745142,0.00257959,0.00005226685,0.0001069111,0.0004153909,0.001250314,0.5351623,0.03877931,0.004840857,0.4141993],"study_design_scores_gemma":[0.0000991725,0.0007992881,0.005067592,0.00069826,0.0001710112,0.002772819,0.0004411853,0.03267529,0.7025293,0.05667791,0.197811,0.0002571942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02050689,0.1421469,0.8271057,0.003315932,0.0006886061,0.0003349305,0.0002917372,0.0009401379,0.004669102],"genre_scores_gemma":[0.1186945,0.2595367,0.6070619,0.002379824,0.00177255,0.001219053,0.000773138,0.0003502733,0.008212025],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005345885,"threshold_uncertainty_score":0.02827203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009897152602824128,"score_gpt":0.2464582152562839,"score_spread":0.2365610626534598,"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."}}