{"id":"W4283577119","doi":"10.3389/fphys.2022.935311","title":"The Effect of Commercial Genetic Selection on Somatotropic Gene Expression in Broilers: A Potential Role for Insulin-Like Growth Factor Binding Proteins in Regulating Broiler Growth and Body Composition","year":2022,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Biology; Endocrinology; Somatotropic cell; Internal medicine; Broiler; Growth factor; Insulin-like growth factor; Gene expression; Embryogenesis; Embryo; Gene; Cell biology; Hormone; Genetics; Receptor; Pituitary gland","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002374159,0.000254719,0.0006142332,0.0005590439,0.000269479,0.00001189438,0.0001473559,0.0001647242,0.000004164169],"category_scores_gemma":[0.00009270334,0.0002111265,0.0001020588,0.0004574145,0.0001151743,0.00009566079,0.0001151846,0.0005223549,3.536346e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595735,"about_ca_system_score_gemma":0.00005701312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648366,"about_ca_topic_score_gemma":0.00001061138,"domain_scores_codex":[0.9976829,0.0005958386,0.0005787482,0.0004537405,0.0002382794,0.0004505181],"domain_scores_gemma":[0.9993086,0.0001784009,0.0002429306,0.0001725627,0.00003597695,0.00006152162],"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":[0.004356069,0.0001862949,0.2218211,0.0001573489,0.00003112307,0.000005080894,0.000484705,0.0003534154,0.7709329,0.00001318623,0.0001456176,0.001513142],"study_design_scores_gemma":[0.006623409,0.003728494,0.7808759,0.0001255732,0.00003086374,0.00001516688,0.0002356343,0.00801159,0.1996167,0.0005176391,0.00001503259,0.0002040646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965962,0.0004169564,0.0005844665,0.00009172822,0.0005305244,0.001715552,0.00002732896,0.00002378849,0.00001342341],"genre_scores_gemma":[0.9977822,0.00008971673,0.001296317,0.00005788216,0.0001152128,0.0005080832,0.0001069651,0.00003806637,0.000005590395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5713162,"threshold_uncertainty_score":0.8609487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005785772077286496,"score_gpt":0.222576638558979,"score_spread":0.2167908664816925,"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."}}