{"id":"W4282023474","doi":"10.3389/fgene.2022.903733","title":"Application of Genetic, Genomic and Biological Pathways in Improvement of Swine Feed Efficiency","year":2022,"lang":"en","type":"review","venue":"Frontiers in Genetics","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Department of Agriculture, Nova Scotia","keywords":"Heritability; Biology; Quantitative trait locus; Genomics; Biotechnology; Genomic selection; Trait; Computational biology; Candidate gene; Genome; Genetics; Gene; Computer science; Genotype; Single-nucleotide polymorphism","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002378116,0.0003064339,0.0009027309,0.0001940739,0.00002303691,0.000003814246,0.0004473749,0.0003561165,0.000009834839],"category_scores_gemma":[0.00003902486,0.0002914022,0.000145662,0.0002290438,0.0001998747,7.218156e-7,0.0003513184,0.000197411,3.119109e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004500124,"about_ca_system_score_gemma":0.0001873984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001409644,"about_ca_topic_score_gemma":0.00000539262,"domain_scores_codex":[0.9979899,0.000119685,0.0009154615,0.0005666496,0.00014282,0.0002655076],"domain_scores_gemma":[0.9989785,0.00002843924,0.0004228275,0.0004925131,0.0000230596,0.00005466781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002945653,0.0002194426,0.007501029,0.001823299,0.00006054314,6.3996e-7,0.00007938638,0.0005864483,0.002609454,0.00007088611,0.0000709749,0.9869484],"study_design_scores_gemma":[0.001833109,0.003619095,0.06885067,0.0005812146,0.0003397098,0.00001958323,0.0003264849,0.0002643344,0.001141285,0.001749042,0.9200406,0.001234866],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04962518,0.9360715,0.01282593,0.000001632164,0.000257224,0.001011788,0.0001160727,0.00000296177,0.00008774471],"genre_scores_gemma":[0.009437058,0.9534884,0.03659889,0.000009942159,0.00006478355,0.0001616094,0.0001882996,0.00003446244,0.0000165225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9857136,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906367086195002,"score_gpt":0.248295578256835,"score_spread":0.229231907394885,"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."}}