{"id":"W2345739216","doi":"10.1111/vcp.12362","title":"Hematologic reference intervals for <i>Xenopus tropicalis</i> with partial use of automatic counting methods and reliability of long‐term stored samples","year":2016,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Canadian Wildlife Health Cooperative","keywords":"Hemocytometer; Cell counting; Biology; Blood cell; Complete blood count; Concordance; Pathology; Andrology; Medicine; Immunology; Cell; Bioinformatics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003487528,0.0001942235,0.001493926,0.00004496528,0.00003739277,0.00000901809,0.0001298456,0.0003219477,0.00005787728],"category_scores_gemma":[0.02058057,0.000109763,0.0001867114,0.00008647449,0.001075649,0.0001766052,0.0001396227,0.000233708,0.000001497324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001734988,"about_ca_system_score_gemma":0.00008827352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369196,"about_ca_topic_score_gemma":0.000005951132,"domain_scores_codex":[0.9952011,0.001933489,0.001887441,0.0005628606,0.0001445026,0.0002706037],"domain_scores_gemma":[0.9766799,0.02105724,0.001045296,0.000674841,0.0003746995,0.0001680479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01334784,0.001449655,0.826408,0.001675258,0.0001767475,0.0002123494,0.00009993368,4.655677e-7,0.07785145,0.0008695463,0.00004987962,0.07785892],"study_design_scores_gemma":[0.00949641,0.03219005,0.9475784,0.0009223817,0.000789876,0.0005017153,0.00003942681,0.0002696909,0.002531339,0.0008648522,0.004493835,0.0003219656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674558,0.00009337956,0.03008488,0.001399116,0.0001650172,0.000620722,0.000129466,0.00004264614,0.000008961151],"genre_scores_gemma":[0.8907307,0.0001281705,0.1084703,0.0005259209,0.00005983138,0.0000423972,0.000008626508,0.0000168447,0.00001729796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211705,"threshold_uncertainty_score":0.9876695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3126973331131607,"score_gpt":0.5048309267144914,"score_spread":0.1921335936013307,"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."}}