{"id":"W4390993417","doi":"10.1109/biocas58349.2023.10388559","title":"An Instrumented Equine Shoe for Kinetic Gait Analysis","year":2023,"lang":"en","type":"article","venue":"","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Bone and Joint Health Institute; University of Calgary","funders":"Calgary Foundation","keywords":"Gait analysis; Gait; Kinetic energy; Computer science; Physical medicine and rehabilitation; Physics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007952342,0.0007290394,0.0006508308,0.001125057,0.0003058419,0.0006251429,0.0008194642,0.0006628977,0.006937456],"category_scores_gemma":[0.001152244,0.0003506604,0.0003728776,0.0006136865,0.0002080021,0.0005763549,0.0004934709,0.0002570819,0.00176892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156413,"about_ca_system_score_gemma":0.0002606192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003142689,"about_ca_topic_score_gemma":0.001100598,"domain_scores_codex":[0.9992929,0.0001031665,0.00006627206,0.0001459976,0.000360811,0.0000309356],"domain_scores_gemma":[0.9990246,0.0001788207,0.00008261488,0.0001620813,0.0004851623,0.00006667058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007261117,0.0004582074,0.01511503,0.0009421911,0.0001044521,0.0005794132,0.0003812573,0.001609563,0.6445851,0.0009034323,0.003755129,0.3308402],"study_design_scores_gemma":[0.0003890341,0.01671375,0.2817835,0.0006631156,0.0006932093,0.0157653,0.001192299,0.09817059,0.4482785,0.001306468,0.1345633,0.0004809938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4082998,0.001155543,0.5753546,0.0002514685,0.0004331447,0.001453599,0.003100589,0.00252287,0.007428331],"genre_scores_gemma":[0.6380701,0.0008043058,0.3397172,0.0001988793,0.00008599889,0.0006577173,0.002635407,0.0002545398,0.01757575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006937456,"threshold_uncertainty_score":0.02320808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177788422799272,"score_gpt":0.4671695959909145,"score_spread":0.2893811731916426,"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."}}