{"id":"W6913143910","doi":"10.5683/sp3/wz34bz","title":"Replication data for: \"Usefulness of differential somatic cell count for udder health monitoring: Diagnostic performance of somatic cell count, and differential somatic cell count for diagnosing of intramammary infections in dairy herds with automated milking systems\"\"","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Somatic cell; Somatic cell count; Udder; Replication (statistics); Herd; Mastitis; Differential (mechanical device)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004446106,0.002440633,0.001839426,0.002199504,0.001013323,0.002346634,0.003668338,0.00236293,0.06839612],"category_scores_gemma":[0.02097208,0.0008877736,0.002478886,0.00252661,0.0005036367,0.0009183773,0.002059981,0.001837452,0.05883251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137029,"about_ca_system_score_gemma":0.003014177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02850961,"about_ca_topic_score_gemma":0.04727246,"domain_scores_codex":[0.9973756,0.0006288302,0.0003452458,0.0009150376,0.0004775239,0.0002578212],"domain_scores_gemma":[0.9926783,0.002480773,0.0007339551,0.002133726,0.001568827,0.0004045392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003561823,0.00005851991,0.005550603,0.00115048,0.000211524,0.00004324401,0.0000476108,0.0004357254,0.0003372949,0.0003351551,0.9880791,0.003394553],"study_design_scores_gemma":[0.002670639,0.0001329779,0.0486506,0.0009103566,0.0005461448,0.0002622782,0.0001983306,0.001807373,0.001721702,0.002783609,0.9401359,0.0001800205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003938238,0.00003990294,0.0001138294,0.00006162703,0.00003974469,0.00001683812,0.9987109,0.0003273257,0.0002959861],"genre_scores_gemma":[0.001105761,0.00002200654,0.0004725955,0.0000483387,0.00001293014,0.0001186132,0.9975995,0.0001249568,0.0004952103],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06839612,"threshold_uncertainty_score":0.2288078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216051503965772,"score_gpt":0.2982723908869301,"score_spread":0.2661118758472724,"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."}}