{"id":"W4412773989","doi":"10.3389/fvets.2025.1616484","title":"Percutaneous extracapsular repair as a cost-effective alternative for treating cranial cruciate ligament deficiency in dogs","year":2025,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"American Society for the Prevention of Cruelty to Animals","keywords":"Medicine; Surgery; Percutaneous; Gait; Radiography; Arthrotomy; Physical therapy; Arthroscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190315,0.0004608639,0.001063899,0.0004624318,0.0001939112,0.0005505214,0.0004583485,0.0005434562,0.001098898],"category_scores_gemma":[0.001455753,0.0002813264,0.0004960083,0.0003121304,0.0008430892,0.0006500927,0.0003731974,0.0006119437,0.0001039827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082764,"about_ca_system_score_gemma":0.0004059326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002360122,"about_ca_topic_score_gemma":0.0005653703,"domain_scores_codex":[0.9987185,0.0006309241,0.0001211397,0.0001775833,0.0002418841,0.0001100014],"domain_scores_gemma":[0.9986738,0.0002955416,0.0006641213,0.00007854153,0.00007695207,0.0002111147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.605365,0.09417718,0.02573275,0.00262326,0.00129932,0.0003576437,0.0001510982,0.002287242,0.08772736,0.0003330574,0.0003998222,0.1795462],"study_design_scores_gemma":[0.04055367,0.9197637,0.0300783,0.0001016589,0.0004934341,0.0003541386,0.0001437723,0.001060276,0.006521037,0.00006868827,0.0008351839,0.00002608772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984508,0.001029401,0.0002189851,0.00002871118,0.00001782398,0.0001401642,0.00003093604,0.000004216992,0.00007895668],"genre_scores_gemma":[0.9971213,0.0008291448,0.001318135,0.0000420204,0.00007197565,0.0003402015,0.0001030058,0.000001819948,0.0001724141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001190315,"threshold_uncertainty_score":0.006295085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911253857569421,"score_gpt":0.3446692703425419,"score_spread":0.3155567317668477,"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."}}