{"id":"W2225668030","doi":"10.14202/vetworld.2015.1326-1330","title":"A retrospective study on findings of canine hip dysplasia screening in Kenya","year":2015,"lang":"en","type":"article","venue":"Veterinary World","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Breed; Hip dysplasia; Medicine; German Shepherd Dog; Retrospective cohort study; Dysplasia; Veterinary medicine; Internal medicine; Surgery; Animal science; Biology; Radiography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000724662,0.0003718108,0.000631184,0.000824479,0.00006504813,0.00002373905,0.0003968692,0.00009125972,0.000171727],"category_scores_gemma":[0.0001108923,0.0003737311,0.0001055715,0.0009020157,0.0001082439,0.000187085,0.0004067151,0.000532708,0.00008197323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121119,"about_ca_system_score_gemma":0.00005261511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003363268,"about_ca_topic_score_gemma":0.000143762,"domain_scores_codex":[0.9973073,0.0003661159,0.0006244761,0.0007080885,0.0004577567,0.000536244],"domain_scores_gemma":[0.9988141,0.00008730716,0.0001772104,0.0006337449,0.00008487057,0.0002027696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01232147,0.001850598,0.9511717,0.00004198214,0.0001107346,0.01754038,0.003147304,0.0001028812,0.01137376,0.0003622795,0.001166097,0.0008107948],"study_design_scores_gemma":[0.003621985,0.05804797,0.9316083,0.0001074226,0.00002806107,0.001185387,0.000551603,0.0003298741,0.00006817497,0.0001310316,0.003875737,0.0004445041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901758,0.00004593466,0.00001519735,0.0002482479,0.0004621952,0.0006494885,0.00003243906,0.00009518101,0.008275519],"genre_scores_gemma":[0.9984006,0.000003899717,0.0002983286,0.0001737784,0.0001193628,0.00006042098,0.00001039921,0.00007061623,0.0008625489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05619738,"threshold_uncertainty_score":0.9998715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340165441583849,"score_gpt":0.3517147278533347,"score_spread":0.2176981836949498,"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."}}