{"id":"W2095187495","doi":"10.1292/jvms.68.1161","title":"Comparison of Two Different Nutritive Conditions against the Changes in Peripheral Blood Mononuclear Cells of Periparturient Dairy Cows","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Peripheral blood mononuclear cell; Immune system; CD8; Herd; Animal science; Population; Biology; Ice calving; Internal medicine; Dairy cattle; Immunology; Endocrinology; Andrology; Lactation; Medicine; Biochemistry; Pregnancy","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":[0.000814324,0.0001140354,0.0003721477,0.00003807506,0.0001460244,0.00001512161,0.0007685145,0.0000515664,0.0001605292],"category_scores_gemma":[0.0001524468,0.00003940786,0.0000965603,0.0004456059,0.001954746,0.0002051095,0.0001773023,0.0002872467,7.215064e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004002763,"about_ca_system_score_gemma":0.000042626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005197064,"about_ca_topic_score_gemma":0.00003439757,"domain_scores_codex":[0.9979691,0.0002157437,0.0005396929,0.0002099713,0.0008182575,0.0002472218],"domain_scores_gemma":[0.9988213,0.0002938576,0.0004917362,0.00008257979,0.0001912399,0.0001192774],"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":[0.00007430942,0.0009562738,0.00492201,0.000007962331,0.000008112266,0.00001851913,0.0003531604,0.0001413003,0.9921177,0.0002886537,0.00008315334,0.001028851],"study_design_scores_gemma":[0.0006842639,0.009871108,0.8946597,0.0002351061,0.00002366567,0.0001284037,0.001940566,0.0004873638,0.09018352,0.001191423,0.0004423796,0.0001524786],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976034,0.0002347682,0.000005110621,0.001571052,0.0002409351,0.0001433961,0.00001472058,0.000003688062,0.0001829668],"genre_scores_gemma":[0.9994903,0.00006792306,0.00007928656,0.00006564851,0.0002811301,0.000005076807,0.000001995949,7.844795e-7,0.000007809604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9019341,"threshold_uncertainty_score":0.7202345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942618460384713,"score_gpt":0.3284219704955395,"score_spread":0.2789957858916924,"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."}}