{"id":"W2790142103","doi":"10.3389/fgene.2018.00101","title":"Joint Genomic Prediction of Canine Hip Dysplasia in UK and US Labrador Retrievers","year":2018,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council","keywords":"Hip dysplasia; Genotyping; Heritability; Population; Dysplasia; Osteoarthritis; Medicine; Genotype; Biology; Genetics; Pathology; Surgery; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001685672,0.0003512241,0.0004471517,0.001068056,0.000217042,0.0006357024,0.0002871099,0.0004202991,0.001042252],"category_scores_gemma":[0.004561798,0.0001449613,0.0005189773,0.0008715218,0.0001874586,0.0002398336,0.0005862382,0.0002591266,0.0004948183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623389,"about_ca_system_score_gemma":0.0002195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284809,"about_ca_topic_score_gemma":0.0214472,"domain_scores_codex":[0.9992213,0.0002801351,0.00005242317,0.0002905353,0.00009698721,0.00005859415],"domain_scores_gemma":[0.9984976,0.0007394698,0.0002667082,0.0001586284,0.0002513391,0.00008618971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008010813,0.00005936777,0.9603095,0.00005751718,0.0004030407,0.0002489656,0.0003256852,0.007754194,0.004985888,0.0001397536,0.001405458,0.02350951],"study_design_scores_gemma":[0.0000541455,0.0001529612,0.9675079,0.00004618722,0.0002553922,0.0004236993,0.0003247627,0.02738822,0.00162099,0.0001807972,0.002022962,0.00002199458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970952,0.0001618237,0.0009004314,0.00003213581,0.000005827982,0.000005159074,0.001430498,0.00001992642,0.0003489858],"genre_scores_gemma":[0.9881241,0.0001097804,0.001941767,0.00002700484,0.000008361098,0.00001199837,0.009401457,0.00001382633,0.0003618677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284809,"threshold_uncertainty_score":0.02554661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008118733579006075,"score_gpt":0.2012987185580254,"score_spread":0.1931799849790193,"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."}}