{"id":"W1982327519","doi":"10.1002/cyto.10073","title":"Use of CD45 gating in three and four‐color flow cytometric immunophenotyping: Guideline from the national institute of allergy and infectious diseases, division of AIDS","year":2002,"lang":"en","type":"article","venue":"Cytometry","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Immunophenotyping; Medicine; Guideline; Immunology; Allergy; Division (mathematics); Dermatology; Virology; Flow cytometry; Pathology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007458352,0.001114896,0.001535592,0.002904166,0.0009270916,0.002379832,0.004374068,0.003435344,0.005524896],"category_scores_gemma":[0.007530173,0.0009038583,0.001124537,0.001683585,0.001318158,0.00154292,0.00123907,0.005754484,0.01342723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344736,"about_ca_system_score_gemma":0.003626348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004554389,"about_ca_topic_score_gemma":0.008321455,"domain_scores_codex":[0.9919701,0.002478224,0.001303432,0.0004262857,0.003503095,0.0003189774],"domain_scores_gemma":[0.9950128,0.0009850118,0.0004283822,0.0003302877,0.002908946,0.0003345723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000253183,0.0003906327,0.002733253,0.001939076,0.00004751043,0.001674756,0.0004477433,0.0010191,0.01979669,0.008703802,0.6011985,0.3617957],"study_design_scores_gemma":[0.00005686161,0.0002062397,0.004493082,0.001709045,0.00004301786,0.004720991,0.0001632773,0.001067184,0.006056271,0.00357772,0.9778537,0.00005262582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01520235,0.2547697,0.4227426,0.1038677,0.01890906,0.01096631,0.009731476,0.007273237,0.1565376],"genre_scores_gemma":[0.03685715,0.1407168,0.6515143,0.07058317,0.00556559,0.009060089,0.01811153,0.001597463,0.06599398],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007458352,"threshold_uncertainty_score":0.03944397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740489401804682,"score_gpt":0.2473280632003834,"score_spread":0.2099231691823366,"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."}}