{"id":"W1968492907","doi":"10.1371/journal.pone.0012797","title":"Genetic Evaluation of Hip Score in UK Labrador Retrievers","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Hip dysplasia; Heritability; Medicine; Selection (genetic algorithm); Demography; Biology; Radiography; Surgery; Genetics; Computer science","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":[0.001771351,0.0002895744,0.0005035246,0.001555608,0.0002244465,0.0007321606,0.0004359321,0.0004169177,0.0009850628],"category_scores_gemma":[0.003693625,0.0001717459,0.0003960183,0.001167169,0.0004859257,0.0002754022,0.0003723366,0.000216362,0.0002906071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100735,"about_ca_system_score_gemma":0.0002694247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890467,"about_ca_topic_score_gemma":0.03981406,"domain_scores_codex":[0.9982211,0.0004804767,0.0001493476,0.0005282341,0.0004839053,0.0001368599],"domain_scores_gemma":[0.99763,0.0007195886,0.001026543,0.0002024597,0.0003152564,0.0001061166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003821252,0.00005174418,0.9820464,0.00002968628,0.0001558837,0.0004131247,0.0005727088,0.001261508,0.007092581,0.00005897216,0.00009478217,0.00784042],"study_design_scores_gemma":[0.000002916689,0.0001233894,0.998652,0.000004988999,0.0000210519,0.0001705772,0.00009777012,0.0005015787,0.0003118001,0.000009915992,0.00009893355,0.000005201212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994523,0.00006893073,0.0001440765,0.000007107709,7.555132e-7,0.0000042586,0.0002037766,0.000004120985,0.0001146192],"genre_scores_gemma":[0.9987625,0.00006023959,0.0003642173,0.000008255377,0.000002225419,0.000007564443,0.0005073754,0.000005379629,0.0002821223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890467,"threshold_uncertainty_score":0.03758931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1734897713959478,"score_gpt":0.3171312641104845,"score_spread":0.1436414927145368,"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."}}