{"id":"W3168626569","doi":"10.1123/mc.2020-0106","title":"State and Trait Fatigue and Energy Predictors of Postural Control and Gait","year":2021,"lang":"en","type":"article","venue":"Motor Control","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Physical medicine and rehabilitation; Gait; Trait; Psychology; Physical therapy; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002652571,0.0001456954,0.0004065443,0.00004717463,0.0002036403,0.00001296969,0.00004468411,0.0001312293,0.00001559665],"category_scores_gemma":[0.00009085883,0.0001257686,0.00004381683,0.00005191579,0.00009825998,0.0001091996,0.00003468062,0.0001860117,0.000001224695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001763911,"about_ca_system_score_gemma":0.00007950261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000242825,"about_ca_topic_score_gemma":0.000278308,"domain_scores_codex":[0.9985173,0.0003968282,0.0003990166,0.0002585247,0.0001323024,0.0002960776],"domain_scores_gemma":[0.9990335,0.0003517707,0.0001810128,0.0001399494,0.000136724,0.0001570662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120247,0.0003024085,0.4996493,0.0007365133,0.0005601001,0.0000384987,0.003359955,6.525803e-7,0.465161,0.002698902,0.001736946,0.02463544],"study_design_scores_gemma":[0.009384602,0.0001751753,0.9828244,0.0001218126,0.00009130357,0.000005454094,0.0003372062,0.001512558,0.00001293457,0.0006086709,0.004800833,0.0001250454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922628,0.004208869,0.0008539662,0.0007976185,0.0003066532,0.0003862288,0.0004323969,0.00002939748,0.000722094],"genre_scores_gemma":[0.995977,0.0004759247,0.00006407017,0.0007436759,0.0001402185,0.00007443842,0.00001789175,0.00001584428,0.002490937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.483175,"threshold_uncertainty_score":0.5128692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298736326461167,"score_gpt":0.2871733673525939,"score_spread":0.2741860040879822,"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."}}