{"id":"W4409753085","doi":"10.3389/fphys.2025.1542426","title":"Effect of in ovo-fed amino acids on muscle and liver metabolome of broiler chickens at 24 h post-hatch","year":2025,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Biochemical effects in animals","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre de Recherche en Sciences Animales de Deschambault; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Broiler; In ovo; Taurine; Amino acid; Metabolome; Methionine; Arginine; Metabolism; Threonine; Biology; Serine; Metabolomics; Valine; Internal medicine; Biochemistry; Chemistry; Animal science; Medicine; Embryo; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002835704,0.0001809943,0.0009355496,0.0002924427,0.0000121626,0.000001090952,0.0001149213,0.0002785524,0.00003653155],"category_scores_gemma":[0.0004593162,0.0001461635,0.0000937154,0.0002962704,0.0004076131,0.00002341882,0.0001422186,0.0002963098,0.000003360346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008045716,"about_ca_system_score_gemma":0.00002904011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007107753,"about_ca_topic_score_gemma":0.000006821724,"domain_scores_codex":[0.9986894,0.0002820726,0.0003187084,0.0003538879,0.0001023875,0.0002535154],"domain_scores_gemma":[0.9991304,0.0003904073,0.00009020478,0.0003057219,0.00003749317,0.00004580784],"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":[0.004299665,0.0001851716,0.03322602,0.0008312549,0.00009283282,0.000009131604,0.0001634408,0.000002522042,0.9524456,0.00008751488,0.00312382,0.005532969],"study_design_scores_gemma":[0.00289249,0.002055704,0.5342531,0.0002681594,0.00007469783,0.000001882342,0.00002807245,0.0002129076,0.459668,0.0002076371,0.0002448912,0.00009240174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960862,0.002062931,0.00001036028,0.000129214,0.0004461907,0.0004648999,0.0000158257,0.00001247787,0.0007719095],"genre_scores_gemma":[0.9982882,0.000227924,0.000713224,0.0003900413,0.0000276392,0.00002652387,0.00002186905,0.00001336145,0.0002912531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5010271,"threshold_uncertainty_score":0.5960376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004898726562490875,"score_gpt":0.2505701468371053,"score_spread":0.2456714202746144,"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."}}