{"id":"W4200142269","doi":"10.1101/2021.12.08.471793","title":"Simultaneous quantification of ankle, muscle, and tendon impedance in humans","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institutes of Health; American Society of Biomechanics","keywords":"Ankle; Tendon; Achilles tendon; Biomedical engineering; Electrical impedance; Mechanical impedance; Anatomy; Biomechanics; Joint (building); Materials science; Computer science; Medicine; Physics; Structural engineering; Engineering","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":[0.0008781624,0.0003837612,0.0003302276,0.0004801919,0.0001406022,0.0004631514,0.0001874069,0.0006483652,0.0008569407],"category_scores_gemma":[0.001388198,0.0002204398,0.0001339797,0.0001968446,0.0005593877,0.000414664,0.0004285453,0.0002724651,0.0002331832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009649921,"about_ca_system_score_gemma":0.0001543819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003967985,"about_ca_topic_score_gemma":0.0006011208,"domain_scores_codex":[0.999466,0.000179867,0.00002635768,0.0001925376,0.0001136928,0.00002164867],"domain_scores_gemma":[0.9995907,0.0001889646,0.00008348913,0.00004039119,0.00006295698,0.00003355823],"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":[0.0009481983,0.0002087027,0.01972494,0.0004213556,0.0001329886,0.0002016064,0.0004028981,0.002686149,0.8887768,0.0005453589,0.0005686565,0.08538237],"study_design_scores_gemma":[0.0003137468,0.007070862,0.4694277,0.0002988875,0.0004119658,0.005756116,0.0008224585,0.06559455,0.4386404,0.003926668,0.007525508,0.0002110591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7581437,0.001493215,0.2375716,0.0002849288,0.00006768176,0.0001490852,0.0004606798,0.0003122364,0.001516782],"genre_scores_gemma":[0.949082,0.0004277492,0.04916792,0.0001615243,0.00004048284,0.00009521696,0.00009335508,0.00003483956,0.0008969728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008781624,"threshold_uncertainty_score":0.004644156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104123189205697,"score_gpt":0.210360025393756,"score_spread":0.1993187935016991,"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."}}