{"id":"W2127792823","doi":"10.1111/cpf.12248","title":"If you don't use it you'll likely lose it","year":2015,"lang":"en","type":"letter","venue":"Clinical Physiology and Functional Imaging","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Medicine; Dysfunctional family; Denervation; Neuroprotection; Physical activity; Neuroscience; Gerontology; Physical medicine and rehabilitation; Internal medicine; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002884945,0.0004178905,0.0006443151,0.0001736011,0.000177487,0.00005571156,0.0001394234,0.0005572804,0.0002361816],"category_scores_gemma":[0.0002623664,0.0003868829,0.0002909359,0.0001670808,0.0004370221,0.000292069,0.0001045501,0.002337882,0.00005379411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004038286,"about_ca_system_score_gemma":0.00004712655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001338239,"about_ca_topic_score_gemma":0.000001778276,"domain_scores_codex":[0.9979428,0.0001340567,0.0006276995,0.0006088923,0.000201494,0.0004850275],"domain_scores_gemma":[0.9982847,0.0009535407,0.000128174,0.0003221799,0.0001961324,0.0001152693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005238368,0.0000308149,0.001852055,0.00006406444,0.0003497741,0.00002137761,0.00003178005,0.00008252149,0.0001633679,0.00001692584,0.9929241,0.004410865],"study_design_scores_gemma":[0.0005247428,0.00005509245,0.05882822,0.00004409537,0.00009184534,0.0000159131,0.00002537689,0.0007739641,0.000005174794,0.001378595,0.9378364,0.0004205973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03003708,0.003239267,0.002775179,0.9339365,0.01651124,0.0007717723,0.0002642378,0.001369389,0.01109532],"genre_scores_gemma":[0.07336298,0.001594375,0.000259041,0.9057837,0.01379714,0.00008089511,0.001103953,0.0001354204,0.003882544],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05697616,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759109786927599,"score_gpt":0.2935282901885466,"score_spread":0.2359371923192707,"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."}}