{"id":"W1657558058","doi":"10.1002/0471142956.cy0608s13","title":"Enumeration of Absolute Cell Counts Using Immunophenotypic Techniques","year":2000,"lang":"en","type":"article","venue":"Current Protocols in Cytometry","topic":"Blood groups and transfusion","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Enumeration; Flow cytometry; Immunophenotyping; Immunology; Biology; Mathematics","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":[0.0001458922,0.00008122347,0.0001637918,0.0001598865,0.00002186817,0.000007530764,0.00005498745,0.00005712328,0.0007653632],"category_scores_gemma":[0.000005854552,0.00007331797,0.00004261475,0.0003417596,0.00002702411,0.00006346979,0.000009030361,0.0001617147,0.00003184341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004066313,"about_ca_system_score_gemma":0.00004831895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009011201,"about_ca_topic_score_gemma":3.63017e-7,"domain_scores_codex":[0.9993286,0.00001931046,0.0002436789,0.0001290272,0.000164971,0.0001143905],"domain_scores_gemma":[0.999705,0.00000989308,0.00004598639,0.0001730388,0.00003896282,0.00002714023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003829183,0.001439949,0.04000568,0.00147697,0.00001326236,0.000008973336,0.0001507786,0.000004115604,0.09667455,0.0001203205,0.0003109677,0.8594115],"study_design_scores_gemma":[0.008383228,0.00108282,0.152852,0.007043298,0.0001587371,0.00005770658,0.00003837794,0.002251803,0.5730129,0.0009675574,0.2533619,0.0007896064],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932977,0.001752101,0.002389371,0.00003608363,0.0002314199,0.07817078,0.0000238848,0.0001454837,0.0239532],"genre_scores_gemma":[0.9916513,0.00008157825,0.001898947,0.00002372843,0.0001063873,0.006069653,0.00001347551,0.00001860225,0.0001363332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8586219,"threshold_uncertainty_score":0.8380191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166161670620307,"score_gpt":0.3754156025127673,"score_spread":0.3337539858065642,"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."}}