{"id":"W4413450154","doi":"10.1016/j.eqre.2025.100038","title":"A practical comparison of three objective gait analysis systems in a diverse population of horses","year":2025,"lang":"en","type":"article","venue":"Journal of Equine Rehabilitation","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Gait; Gait analysis; Physical medicine and rehabilitation; Population; Computer science; Medicine; Environmental health","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":[0.01003027,0.0005718248,0.000666946,0.002497956,0.0004349466,0.001134377,0.0005260294,0.0007660876,0.001120937],"category_scores_gemma":[0.0196897,0.0002489905,0.0005101181,0.00109453,0.0005125153,0.0008324066,0.0008919104,0.0003207322,0.0004642783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676619,"about_ca_system_score_gemma":0.0003794184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174148,"about_ca_topic_score_gemma":0.003000556,"domain_scores_codex":[0.9919363,0.004047664,0.0008393793,0.0009881862,0.001981565,0.0002069043],"domain_scores_gemma":[0.9853086,0.00541736,0.002035719,0.0009183677,0.006031108,0.0002889505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001639294,0.0006006552,0.7993354,0.0004606081,0.0004088457,0.0001940991,0.001351312,0.001490939,0.02151483,0.0003229592,0.0009752195,0.171706],"study_design_scores_gemma":[0.0001319724,0.006995287,0.9710291,0.0002387108,0.0003275189,0.0008683967,0.002366062,0.006949519,0.007845961,0.0004161849,0.002754905,0.0000763639],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807841,0.0006553276,0.01487275,0.0001638378,0.00006638455,0.0004786608,0.0004726265,0.00007623666,0.00243012],"genre_scores_gemma":[0.9700674,0.0003380547,0.02762852,0.0001376647,0.00004728866,0.0005985494,0.0006256986,0.00002155772,0.0005351848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01003027,"threshold_uncertainty_score":0.05304575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195671703592838,"score_gpt":0.4824573894533854,"score_spread":0.3628902190941016,"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."}}