{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004364869,0.00008457263,0.0001730487,0.0001168393,0.00002006804,0.000004974469,0.0001261629,0.0001078724,0.0009360497],"category_scores_gemma":[0.000231223,0.00008874168,0.00002931179,0.0001632212,0.00005597273,0.00004139768,0.00005866913,0.0002447775,0.00004981215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265873,"about_ca_system_score_gemma":0.00005066568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000679615,"about_ca_topic_score_gemma":0.00009376722,"domain_scores_codex":[0.9989067,0.0001119131,0.000226991,0.0002061451,0.0003900172,0.0001582167],"domain_scores_gemma":[0.9994303,0.00005194583,0.0000809539,0.0003095576,0.00008334142,0.00004388647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003481408,0.0006544914,0.1130531,0.00004954548,0.00003554666,0.0001006896,0.0001910793,0.000002728329,0.8811743,0.00003375613,0.00003959145,0.004317038],"study_design_scores_gemma":[0.001518578,0.00245398,0.9789571,0.00004958766,0.0001421011,0.00008235013,0.00001533649,0.005193524,0.01073272,0.0005568367,0.0001173978,0.000180454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979772,0.00004768881,0.000001423068,0.0002032985,0.0001201019,0.0003017952,0.000009039905,0.00001774124,0.001321741],"genre_scores_gemma":[0.9989699,0.00002699889,0.0007477857,0.00008540077,0.00007684367,0.00002615303,0.000006232311,0.00001668808,0.00004406258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8704416,"threshold_uncertainty_score":0.9999772,"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."}}