{"id":"W2098919573","doi":"10.3168/jds.2014-7939","title":"Evaluation of a Brix refractometer to estimate serum immunoglobulin G concentration in neonatal dairy calves","year":2014,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph","funders":"","keywords":"Refractometer; Brix; Radial immunodiffusion; Colostrum; Refractometry; Animal science; Receiver operating characteristic; Chemistry; Reference range; Antibody; Food science; Immunology; Biology; Medicine; Endocrinology; Internal medicine; Materials science","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":[0.00301812,0.0005488976,0.0006780664,0.0009122029,0.0001416836,0.0008515993,0.0007445248,0.0009119396,0.0002932968],"category_scores_gemma":[0.006204517,0.0002906293,0.0003149771,0.0004656478,0.0003257928,0.0004442304,0.0003543563,0.0006133889,0.0002488673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005617828,"about_ca_system_score_gemma":0.0004087386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843737,"about_ca_topic_score_gemma":0.002437771,"domain_scores_codex":[0.9960799,0.001274911,0.0001772707,0.0005207813,0.001782731,0.0001645225],"domain_scores_gemma":[0.9969013,0.001454115,0.0007048032,0.0001392881,0.0006290426,0.0001715369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002272038,0.0004091464,0.3878428,0.000425336,0.000193113,0.0001727157,0.000344248,0.001702567,0.5588483,0.0000652763,0.0002110353,0.04751351],"study_design_scores_gemma":[0.00008547775,0.007792479,0.6883953,0.0001159662,0.0003582066,0.00175013,0.000454248,0.02296523,0.2766311,0.00006935449,0.001288578,0.0000940215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853757,0.002092486,0.01139747,0.00005703601,0.00003822787,0.00005333038,0.0001862528,0.0001191071,0.0006804741],"genre_scores_gemma":[0.9816483,0.0009206503,0.01649608,0.0001540838,0.00002024062,0.00005489637,0.0002256894,0.00001587326,0.0004640569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00301812,"threshold_uncertainty_score":0.01596159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06270347358220082,"score_gpt":0.4117783218620065,"score_spread":0.3490748482798056,"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."}}