{"id":"W2046681069","doi":"10.1136/inpract.29.2.66","title":"Hip dysplasia in dogs: treatment options and decision making","year":2007,"lang":"en","type":"article","venue":"In Practice","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hip dysplasia; Medicine; Dysplasia; Osteoarthritis; Disease; Surgery; Radiography; Internal medicine; Pathology","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":[0.0006496789,0.0001038461,0.0001235039,0.0002027331,0.00004608023,0.00002363811,0.00005736232,0.00008797181,0.00004411746],"category_scores_gemma":[0.0002968584,0.00009861279,0.00001823879,0.0001708851,0.00002690615,0.0003163118,0.00006998509,0.0001787651,0.00004403028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007641793,"about_ca_system_score_gemma":0.0000168136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777337,"about_ca_topic_score_gemma":0.0003739049,"domain_scores_codex":[0.9990636,0.0001097023,0.000250474,0.0002563802,0.00009187825,0.0002279412],"domain_scores_gemma":[0.9980888,0.001602221,0.00007398146,0.000178373,0.0000156915,0.00004091438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01623793,0.002080607,0.127047,0.00002906584,0.00006014822,0.06944533,0.003770386,0.0001156195,0.008535604,0.005135702,0.0001346939,0.767408],"study_design_scores_gemma":[0.004874284,0.0104652,0.7000157,0.0001672749,0.00008961355,0.0297847,0.001124704,0.0017901,0.00004053675,0.003274573,0.2478223,0.0005510655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989549,0.0003830395,0.0003019637,0.0005755252,0.0002085421,0.0001665466,0.000002097967,0.00002012315,0.008793176],"genre_scores_gemma":[0.9908312,0.0005036762,0.008162796,0.0003997799,0.00004457515,0.000014555,0.000001315203,0.00001338001,0.00002875523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7668568,"threshold_uncertainty_score":0.4021313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07419184812816555,"score_gpt":0.4118405179782307,"score_spread":0.3376486698500651,"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."}}