{"id":"W2161940727","doi":"10.1155/2014/352910","title":"Transverse Strains in Muscle Fascicles during Voluntary Contraction: A 2D Frequency Decomposition of B-Mode Ultrasound Images","year":2014,"lang":"en","type":"article","venue":"International Journal of Biomedical Imaging","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse plane; Fascicle; Contraction (grammar); Anatomy; Materials science; Ultrasound; Skeletal muscle; Biomedical engineering; Physics; Computer science; Acoustics; Biology; 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":[0.0003495454,0.0002918107,0.0001528976,0.001456883,0.0001390976,0.0004490373,0.0001336162,0.0003661526,0.0008514293],"category_scores_gemma":[0.000946551,0.000212453,0.0001614229,0.0008921633,0.00028664,0.0004792755,0.0002147779,0.0002717838,0.0002173632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125536,"about_ca_system_score_gemma":0.0001688541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131822,"about_ca_topic_score_gemma":0.001264447,"domain_scores_codex":[0.999902,0.00001211021,0.000008094984,0.00002198371,0.00004323384,0.00001253478],"domain_scores_gemma":[0.9996959,0.000119226,0.00006222003,0.00002574379,0.00007049701,0.00002640229],"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":[0.0003315172,0.00008322653,0.006839687,0.0002207536,0.00002429996,0.0003199988,0.0006583444,0.004154734,0.8722599,0.0005263385,0.00038875,0.1141925],"study_design_scores_gemma":[0.00003929099,0.0006425813,0.5625671,0.0001562814,0.0001284079,0.003889325,0.0009952423,0.1604596,0.2613128,0.001994666,0.007663412,0.0001512873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8333928,0.000692145,0.163106,0.0001268143,0.00003442035,0.0000743075,0.0003453491,0.0003137809,0.001914357],"genre_scores_gemma":[0.8752272,0.001095138,0.1212819,0.00005680316,0.0000391028,0.00009199896,0.0003668254,0.0001206656,0.001720432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001456883,"threshold_uncertainty_score":0.002848268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004201334156054617,"score_gpt":0.2513287145130663,"score_spread":0.2471273803570117,"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."}}