{"id":"W4307339543","doi":"10.1111/vcp.13171","title":"Diagnostic accuracy of refractometry methods for estimating passive immunity status in neonatal beef calves","year":2022,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Animal health and immunology","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Refractometer; Refractometry; Radial immunodiffusion; Receiver operating characteristic; Brix; Animal science; Passive immunity; Gold standard (test); Medicine; Veterinary medicine; Gastroenterology; Immunity; Internal medicine; Immunology; Biology; Antibody; Food science; Immune system; 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":[0.01058988,0.0006460207,0.0005117113,0.001691922,0.0001694844,0.001008521,0.0007869727,0.0006890899,0.0003513974],"category_scores_gemma":[0.01886994,0.000268658,0.0005478802,0.0005171367,0.0004919199,0.0004486512,0.0004959255,0.0005192712,0.0001830553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005743007,"about_ca_system_score_gemma":0.000301104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233856,"about_ca_topic_score_gemma":0.002049483,"domain_scores_codex":[0.9926137,0.002965575,0.0007300247,0.001195292,0.002207322,0.0002881372],"domain_scores_gemma":[0.9821717,0.0104229,0.003539929,0.0009668226,0.002603,0.0002955784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000919976,0.00007184699,0.9511485,0.0001306473,0.0002523117,0.00003505104,0.0001665056,0.001519195,0.01021288,0.00007753841,0.000117725,0.03534796],"study_design_scores_gemma":[0.00004136273,0.00116225,0.9423004,0.0001711135,0.0004597871,0.0007378471,0.0003030901,0.03443992,0.01918351,0.0003132126,0.000842549,0.00004494741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824112,0.003156018,0.01299864,0.00007137479,0.00004049926,0.00002680637,0.0002315295,0.00009523761,0.0009686783],"genre_scores_gemma":[0.9930816,0.000283223,0.006326015,0.00003203706,0.000009351873,0.00001130147,0.0001497595,0.000005016464,0.0001016684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058988,"threshold_uncertainty_score":0.0560053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891087200017506,"score_gpt":0.5318293581991298,"score_spread":0.3427206381973792,"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."}}