{"id":"W2884555190","doi":"10.3168/jds.2018-14723","title":"Short communication: Validation of methods for practically evaluating failed passive transfer of immunity in calves arriving at a veal facility","year":2018,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Radial immunodiffusion; Passive immunity; Colostrum; Immunity; Medicine; Receiver operating characteristic; Animal science; Antibody; Gold standard (test); Immunology; Internal medicine; Biology; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01752526,0.0009596038,0.0004535909,0.00169023,0.0004931342,0.001236191,0.001440498,0.001366002,0.003191248],"category_scores_gemma":[0.0397971,0.0002572781,0.0004010197,0.0007368224,0.0007966624,0.0007562577,0.0008941145,0.0008086275,0.002299746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007894954,"about_ca_system_score_gemma":0.001102362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190907,"about_ca_topic_score_gemma":0.00294177,"domain_scores_codex":[0.9793703,0.009041114,0.002547628,0.001856392,0.006609592,0.0005750986],"domain_scores_gemma":[0.9492666,0.02197235,0.007326256,0.004008889,0.01650646,0.0009193979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002533875,0.001329471,0.521592,0.002525153,0.0002584564,0.000421381,0.001354178,0.001947246,0.1831332,0.0008711726,0.01146655,0.2725674],"study_design_scores_gemma":[0.0002216929,0.01631843,0.6619991,0.001474687,0.0004039445,0.003718693,0.001718061,0.01675468,0.2688234,0.0007919646,0.0274794,0.0002958393],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6930242,0.00380391,0.2644993,0.001713895,0.002480025,0.006476059,0.01001034,0.001546942,0.01644531],"genre_scores_gemma":[0.7806578,0.001638963,0.200478,0.001101814,0.0004149251,0.002781196,0.006276386,0.000189743,0.006461145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01752526,"threshold_uncertainty_score":0.09268349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2210495339924025,"score_gpt":0.5186780463669218,"score_spread":0.2976285123745194,"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."}}