{"id":"W3160200389","doi":"10.1021/acsomega.1c00739","title":"Alterations and Correlations of the Gut Microbiome, Performance, Egg Quality, and Serum Biochemical Indexes in Laying Hens with Low-Protein Amino Acid-Deficient Diets","year":2021,"lang":"en","type":"article","venue":"ACS Omega","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ministry of Science and Technology of the People's Republic of China; China Agricultural Research System; National Natural Science Foundation of China","keywords":"Isoleucine; Methionine; Animal science; Biology; Threonine; Abdominal fat; Body weight; Leucine; Amino acid; Endocrinology; Biochemistry; Enzyme","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":[0.0001822084,0.0003355478,0.0003847895,0.0005040841,0.0002378638,0.0002906002,0.0001040407,0.0003129438,0.0008072793],"category_scores_gemma":[0.0002668549,0.0002004379,0.0001882047,0.000198954,0.0002598721,0.0003042656,0.0002027861,0.000333485,0.0001231004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734087,"about_ca_system_score_gemma":0.0001274921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050818,"about_ca_topic_score_gemma":0.002033068,"domain_scores_codex":[0.9998339,0.00002347934,0.00002320766,0.00006252994,0.00002548823,0.00003126304],"domain_scores_gemma":[0.9997037,0.00002861092,0.0001153892,0.0000147463,0.00003942237,0.00009806283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005632962,0.0003469124,0.06376711,0.0001518087,0.0000657734,0.0002633496,0.0002107478,0.00007869485,0.9262057,0.00002658,0.00005250502,0.003197833],"study_design_scores_gemma":[0.00004250421,0.00489681,0.9109048,0.00001797611,0.0001343808,0.0005289498,0.0008120218,0.000568281,0.0813736,0.00004943377,0.0006516989,0.00001950658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994535,0.0002172576,0.0001106664,0.000009599441,0.000003414395,0.000005660522,0.00008545345,0.000002287182,0.0001120587],"genre_scores_gemma":[0.998364,0.0002136831,0.0003283624,0.00002452034,0.000003314178,0.00001736472,0.0002231454,0.000002967078,0.0008226681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001050818,"threshold_uncertainty_score":0.002700627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965506465911223,"score_gpt":0.2319086724399663,"score_spread":0.2122536077808541,"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."}}