{"id":"W3118851522","doi":"10.3389/fphys.2020.609553","title":"Evidence for Muscle Cell-Based Mechanisms of Enhanced Performance in Stretch-Shortening Cycle in Skeletal Muscle","year":2021,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Stretch shortening cycle; Stretch reflex; Muscle contraction; Eccentric; Mechanism (biology); Reflex; Skeletal muscle; Contraction (grammar); Chemistry; Biophysics; Anatomy; Neuroscience; Medicine; Biology; Physics; Internal medicine; Physiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002018409,0.0003494592,0.001620897,0.000626992,0.00002578537,0.000005860549,0.0002696682,0.0002810436,0.00001434403],"category_scores_gemma":[0.0000505123,0.0003689699,0.0002878914,0.0008733844,0.00005474113,0.0001166374,0.0000417425,0.0004194161,3.517358e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930469,"about_ca_system_score_gemma":0.00009843129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001516722,"about_ca_topic_score_gemma":0.00003463597,"domain_scores_codex":[0.9981609,0.0001149008,0.0006976533,0.0004357187,0.0001030132,0.0004878025],"domain_scores_gemma":[0.9992572,0.0002288046,0.0001617602,0.0002860902,0.00003562059,0.00003050955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007677121,0.00006890489,0.00002250836,0.01056735,0.00005132636,0.000002040622,0.0001313749,0.008206835,0.001631735,0.00001691901,0.0001123111,0.979181],"study_design_scores_gemma":[0.01333354,0.002900573,0.05442446,0.2101233,0.001287914,0.000005522829,0.004032296,0.4031641,0.03100939,0.005359389,0.2631735,0.01118603],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.012333,0.9704776,0.015504,0.000004157872,0.0007434672,0.0007891142,0.00001601647,0.00004599079,0.00008660708],"genre_scores_gemma":[0.2738888,0.7212234,0.004262237,0.00000984279,0.00003106494,0.0004825536,0.00005579169,0.00004292134,0.000003397887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.967995,"threshold_uncertainty_score":0.9998762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624601614998725,"score_gpt":0.2714454710224624,"score_spread":0.2451994548724752,"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."}}