{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001416176,0.0001366624,0.0001800806,0.0001019912,0.0000254539,0.000006349166,0.0001304738,0.0001919163,0.0000120784],"category_scores_gemma":[0.00003637985,0.0001489776,0.00002660598,0.0001303023,0.0002555727,0.000001726573,0.00008106116,0.00009433735,9.89427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284006,"about_ca_system_score_gemma":0.00008206902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006269728,"about_ca_topic_score_gemma":0.0001440524,"domain_scores_codex":[0.9990308,0.00004594009,0.000303024,0.0003029094,0.00009516801,0.0002221453],"domain_scores_gemma":[0.9995679,0.000003976783,0.00008101457,0.0002568519,0.00003612368,0.00005417929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002422523,0.00007599503,0.8494054,0.00004363195,0.00005511047,0.000001488564,0.0006828335,0.000934483,0.1325903,0.0001068838,0.00700961,0.008852013],"study_design_scores_gemma":[0.001065442,0.0007859115,0.9456177,0.00002280918,0.00001814595,0.00000745839,0.0002181078,0.0004256997,0.04808738,0.001035018,0.002563565,0.000152816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893998,0.002292002,0.006864863,0.00002962328,0.0007005303,0.0002173307,0.00004367209,0.000004011176,0.0004481722],"genre_scores_gemma":[0.9341933,0.0003954346,0.06490515,0.0000616893,0.0001796655,0.000006775973,0.00002974577,0.00001774639,0.0002105174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09621222,"threshold_uncertainty_score":0.6075132,"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."}}