{"id":"W3197247365","doi":"10.1186/s12917-021-02997-5","title":"Computed tomography findings in a cohort of 169 dogs with elbow dysplasia - a retrospective study","year":2021,"lang":"en","type":"article","venue":"BMC Veterinary Research","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Veterinary Medicine and Animal Science, Poznań University of Life Sciences; Uniwersytet Przyrodniczy w Poznaniu; Ministerstwo Edukacji i Nauki","keywords":"Medicine; Lameness; Osteochondrosis; Elbow; Osteochondritis dissecans; Retrospective cohort study; Dysplasia; Surgery; Internal medicine","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":[0.002126194,0.0003718606,0.0008117171,0.001068339,0.0002324937,0.0000769441,0.0005947922,0.0001934435,0.0003657883],"category_scores_gemma":[0.0001732494,0.0003510407,0.0001586883,0.002915673,0.0004687375,0.0002346693,0.00105628,0.001132021,0.0000406668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311518,"about_ca_system_score_gemma":0.0003224987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004061201,"about_ca_topic_score_gemma":0.0003914666,"domain_scores_codex":[0.9938612,0.001939828,0.0006802891,0.001265086,0.001234331,0.001019254],"domain_scores_gemma":[0.9975355,0.0004335361,0.0001116748,0.001113688,0.0005925671,0.0002130675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007488783,0.002227271,0.9335596,0.0001870206,0.0001601085,0.02830133,0.001056462,0.000009548112,0.0266023,0.0001512945,0.000143931,0.0001123276],"study_design_scores_gemma":[0.002670487,0.04576164,0.9438165,0.0001196638,0.00002366503,0.00541216,0.0007437007,0.0003375777,0.0001497188,0.00009490884,0.0005428377,0.0003271341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953507,0.0001601529,0.00004128332,0.0001064423,0.0001489238,0.001431287,0.00004797069,0.00007778523,0.002635472],"genre_scores_gemma":[0.9982742,0.00002938834,0.0009129602,0.00003039439,0.00007150368,0.0003131458,0.00003069747,0.00007982684,0.0002578899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04353437,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419074347556755,"score_gpt":0.4022994045661717,"score_spread":0.2603919698104963,"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."}}