{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007170437,0.0008279509,0.001207939,0.001908462,0.000192061,0.0008927445,0.0006649795,0.001182025,0.002900313],"category_scores_gemma":[0.0005637766,0.000247002,0.0006902849,0.00134848,0.0003755207,0.0008702186,0.0005184485,0.001422832,0.001290952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303556,"about_ca_system_score_gemma":0.0009270851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007421022,"about_ca_topic_score_gemma":0.0009758241,"domain_scores_codex":[0.9998428,0.00002745513,0.00001966262,0.00004103737,0.00004886814,0.00002020137],"domain_scores_gemma":[0.9997638,0.0001230285,0.00002749919,0.00001035635,0.00005650696,0.00001876731],"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":[0.0001284383,0.00008989932,0.0003934644,0.02072922,0.0002282134,0.0003068483,0.00004982213,0.0008651476,0.01194673,0.007888858,0.01159956,0.9457738],"study_design_scores_gemma":[0.00002949977,0.0002384861,0.001881681,0.003148527,0.0002902311,0.001000889,0.00005482649,0.0002311182,0.003439974,0.003811815,0.9858366,0.00003635748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004427742,0.9966048,0.0006418985,0.0003966275,0.000242139,0.000009641904,0.00005607259,0.00001663247,0.001589514],"genre_scores_gemma":[0.001648135,0.9966778,0.0006743996,0.0002107047,0.00008603614,0.00001034651,0.0000749666,0.000002654521,0.0006149746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002900313,"threshold_uncertainty_score":0.009702504,"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."}}