{"id":"W2982114279","doi":"","title":"Evaluation of transmission infrared spectroscopy and digital and optical refractometers to identify low immunoglobulin G concentrations in alpaca serum.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Animal health and immunology","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Refractometer; Refractometry; Brix; Chemistry; Cutoff; Standard curve; Correlation coefficient; Chromatography; Analytical Chemistry (journal); Mathematics; Biochemistry; Refractive index; Optics; Physics; Statistics","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":[0.00517073,0.000583749,0.0003084695,0.001409043,0.0001616398,0.0005187973,0.0004551959,0.0004683535,0.002094614],"category_scores_gemma":[0.004702211,0.000287449,0.0003433051,0.0005639833,0.0003764216,0.0003841144,0.0002566871,0.0003000957,0.0006092588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839973,"about_ca_system_score_gemma":0.000261435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000979585,"about_ca_topic_score_gemma":0.001590323,"domain_scores_codex":[0.9980129,0.0007731784,0.0001354317,0.0002909152,0.0007028526,0.00008470936],"domain_scores_gemma":[0.9962161,0.001377704,0.001016703,0.0002452123,0.0009600724,0.0001842161],"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":[0.002848652,0.0003792856,0.5195696,0.0007943782,0.0004712212,0.0003077022,0.0002145202,0.0004622282,0.3901144,0.0002084159,0.0008066932,0.08382297],"study_design_scores_gemma":[0.0001318092,0.005228659,0.8579365,0.0001282836,0.0005499253,0.003415106,0.0002452588,0.01158286,0.1159566,0.0002027102,0.004571846,0.00005037865],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968826,0.006349202,0.01642086,0.0001197799,0.00009008824,0.0002243716,0.0005894764,0.0003285239,0.00705179],"genre_scores_gemma":[0.9687612,0.001045608,0.02753303,0.0000963987,0.00002896855,0.0001062174,0.0004127851,0.00002276758,0.001992969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00517073,"threshold_uncertainty_score":0.02734578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08164313057932518,"score_gpt":0.3868366250919646,"score_spread":0.3051934945126394,"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."}}