{"id":"W2950341923","doi":"","title":"The Application of Acoustic Myography in Canine Muscle Function and Performance Testing","year":2017,"lang":"en","type":"preprint","venue":"viXra","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gait; Electrical impedance myography; Muscle fibre; Work (physics); Physical medicine and rehabilitation; Anatomy; Computer science; Medicine; Skeletal muscle; Physics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002968437,0.0001343726,0.0001792644,0.00009558186,0.0001791062,0.00002908619,0.0002038339,0.0001378666,0.000002807999],"category_scores_gemma":[0.00006430964,0.0001091426,0.0000345493,0.00006664499,0.0001202666,0.00004287984,0.0004180172,0.0003596632,0.000002497678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009621496,"about_ca_system_score_gemma":0.00003093292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000373791,"about_ca_topic_score_gemma":0.0001132149,"domain_scores_codex":[0.9991719,0.00004619329,0.0002390942,0.0002938089,0.00009285125,0.0001561851],"domain_scores_gemma":[0.9989799,0.0001163909,0.000292064,0.0005331329,0.00005158746,0.00002690145],"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":[0.00116503,0.0001527764,0.4536338,0.001161095,0.00006459233,0.00006511325,0.0003088105,0.001350397,0.07181814,0.0001602722,0.00008972806,0.4700302],"study_design_scores_gemma":[0.0001912837,0.001059297,0.96253,0.00006337208,0.00002694919,0.0000513376,0.00000956647,0.03414824,0.00000745297,0.0004831292,0.001314078,0.0001153494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977655,0.0003421072,0.0003776712,0.0001038292,0.0003100678,0.000294813,0.00001301667,0.00002587312,0.0007671239],"genre_scores_gemma":[0.9993078,0.0003124765,0.00009498596,0.00002998138,0.0001000658,0.0001064326,0.00001155995,0.00001770749,0.00001898324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5088962,"threshold_uncertainty_score":0.4450705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06249079773218819,"score_gpt":0.3045105369752212,"score_spread":0.242019739243033,"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."}}