{"id":"W3015927853","doi":"10.1186/s40101-020-00219-9","title":"Effect of age and sex on strength and spatial electromyography during knee extension","year":2020,"lang":"en","type":"article","venue":"Journal of PHYSIOLOGICAL ANTHROPOLOGY","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electromyography; Extension (predicate logic); Physical medicine and rehabilitation; Muscle strength; Medicine; Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00006559907,0.0001360631,0.0004388026,0.00009200263,0.00006038473,0.000004910955,0.00004784669,0.00007315892,0.00003164757],"category_scores_gemma":[0.00006230801,0.0000886731,0.00009117836,0.0001238955,0.0002863086,0.00003883153,0.00002734874,0.000259083,1.249781e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005832848,"about_ca_system_score_gemma":0.000002253906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005564667,"about_ca_topic_score_gemma":8.897282e-7,"domain_scores_codex":[0.9993082,0.00009158294,0.000237653,0.0001167821,0.00008317081,0.0001626716],"domain_scores_gemma":[0.999599,0.0001568324,0.00009728652,0.00004540055,0.0000224782,0.00007901368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000487536,0.00006388236,0.001894055,0.0001730494,0.0002160979,0.00005658633,0.000190935,0.000116043,0.9433497,0.0001008724,0.000251532,0.05309967],"study_design_scores_gemma":[0.00260318,0.02855984,0.6689189,0.00007177905,0.00009502871,0.00007801348,0.0001679738,0.0008365376,0.2975821,0.0004926965,0.0002893631,0.0003046202],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998782,0.0006226601,0.0001505889,0.0002307256,0.00006725491,0.00005737392,0.000001443122,0.00002521264,0.00006269445],"genre_scores_gemma":[0.9982631,0.001486591,0.00004476068,0.00006496868,0.0001308394,0.000001158852,6.526035e-7,0.000007335835,6.153625e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6670249,"threshold_uncertainty_score":0.3615984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103681581218068,"score_gpt":0.2444205145307822,"score_spread":0.2340523564089754,"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."}}