{"id":"W2132395364","doi":"10.1002/em.1051","title":"Flow cytometric enumeration of micronucleated reticulocytes: High transferability among 14 laboratories","year":2001,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Malaria Research and Control","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Institute of Environmental Health Sciences; Health Canada; Texas A and M University; Texas Tech University","keywords":"Plasmodium berghei; Micronucleus test; Biology; Reticulocyte; Malaria; Transferability; Enumeration; Immunology; Genetics; Chemistry; Gene; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001342279,0.0001376698,0.0002524155,0.000110642,0.00006371499,0.00001462524,0.00004768711,0.00008791572,0.000456999],"category_scores_gemma":[0.00003813939,0.0001220222,0.00007201953,0.000233286,0.0001946138,0.00006469499,0.00002601823,0.0000877478,0.00001219137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005287051,"about_ca_system_score_gemma":0.00002327707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006520625,"about_ca_topic_score_gemma":0.000003595522,"domain_scores_codex":[0.9989673,0.00008131294,0.0002090692,0.0002604256,0.000282794,0.0001990249],"domain_scores_gemma":[0.9995562,0.00002164728,0.0000320301,0.0002097641,0.00001818685,0.0001621524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000383588,0.0002342873,0.04185111,0.00005249211,0.0001052727,0.000125611,0.0001135264,0.00001901934,0.9487604,0.00003745331,0.0000142551,0.008302993],"study_design_scores_gemma":[0.001859932,0.0004489639,0.5279532,0.00001471047,0.0001354743,0.00002317191,0.000116957,0.0004173851,0.4683325,0.00002632602,0.0005407394,0.0001306841],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962303,0.001199455,0.001587326,0.0003983172,0.0000230357,0.0003912096,0.00004529204,0.00001865165,0.0001063986],"genre_scores_gemma":[0.998466,0.0006042008,0.0004917854,0.0001132872,0.00002271717,0.00002612948,0.00009312402,0.00001796233,0.0001648389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4861021,"threshold_uncertainty_score":0.5003819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00376595765470231,"score_gpt":0.199099039989395,"score_spread":0.1953330823346927,"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."}}