{"id":"W3168235742","doi":"10.1096/fasebj.2021.35.s1.02281","title":"The impact of quadriceps disuse atrophy on motor unit properties","year":2021,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Isometric exercise; Motor unit; Atrophy; Muscle atrophy; Medicine; Electromyography; Sarcopenia; Physical medicine and rehabilitation; Motor unit recruitment; Cardiology; Peripheral; Skeletal muscle; Internal medicine; Anatomy; Physical therapy","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":[0.0003321708,0.0002490439,0.000260089,0.0002677443,0.00006132932,0.0001577284,0.0001442438,0.000148631,0.00210408],"category_scores_gemma":[0.0008971248,0.00009053851,0.0001216527,0.0001678951,0.0001540525,0.0001369781,0.0002328961,0.0001382122,0.0001865361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204875,"about_ca_system_score_gemma":0.00006796875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060635,"about_ca_topic_score_gemma":0.001450406,"domain_scores_codex":[0.9998708,0.00003162018,0.00001316065,0.00002530519,0.00003434205,0.00002489943],"domain_scores_gemma":[0.9994532,0.0001605704,0.0002146235,0.00004061878,0.00007612608,0.00005482393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004440594,0.0004865878,0.4461584,0.000763102,0.0004928029,0.0004967655,0.0004079164,0.001118733,0.4309089,0.00008208455,0.0002775726,0.1143664],"study_design_scores_gemma":[0.000002915527,0.0009067218,0.9971398,0.000006006133,0.00001533483,0.00009387453,0.00002378074,0.0001617456,0.001542702,0.000007562727,0.00009791083,0.000001637969],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984171,0.0008263207,0.0002400332,0.00001134509,0.000003098944,0.000009436855,0.0001860962,0.000006786011,0.0002997899],"genre_scores_gemma":[0.9989172,0.0002601469,0.0001882017,0.00001153346,0.000005056309,0.00001546993,0.0001937367,0.000002966348,0.0004058769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00210408,"threshold_uncertainty_score":0.007038832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231067849840366,"score_gpt":0.2360627442814288,"score_spread":0.2137520657830252,"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."}}