{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008176031,0.0008407384,0.001280316,0.001957537,0.001014992,0.001412499,0.001649887,0.0008538569,0.002225181],"category_scores_gemma":[0.007427064,0.0004942371,0.0005356304,0.001260708,0.0008971888,0.000676544,0.002286672,0.001019851,0.001327473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006180012,"about_ca_system_score_gemma":0.0008319145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007399942,"about_ca_topic_score_gemma":0.001088414,"domain_scores_codex":[0.9830402,0.003376929,0.001412813,0.005625551,0.005536275,0.001008313],"domain_scores_gemma":[0.9918436,0.002429444,0.001049801,0.002265695,0.002083238,0.0003281668],"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":[0.0008019875,0.001120093,0.03767802,0.0001547242,0.0001999666,0.00008161398,0.0007335756,0.001575172,0.8898363,0.0006088333,0.0003838381,0.06682602],"study_design_scores_gemma":[0.0002049755,0.004265043,0.08499833,0.00004310997,0.0003686415,0.0004432888,0.0002133949,0.01183507,0.8888263,0.0007641854,0.007907818,0.0001298246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800644,0.0004192794,0.1880718,0.00009902333,0.00005361343,0.002594419,0.00126372,0.001881924,0.004972131],"genre_scores_gemma":[0.781844,0.0003224088,0.207825,0.0001418634,0.00005999123,0.003106679,0.002994912,0.0003737995,0.003331238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008176031,"threshold_uncertainty_score":0.04323947,"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."}}