{"id":"W4206935439","doi":"10.3389/fspor.2021.805147","title":"Walking on Mild Slopes and Altering Arm Swing Each Induce Specific Strategies in Healthy Young Adults","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Swing; Physical medicine and rehabilitation; Gait; Kinematics; Balance (ability); Simulation; Medicine; Computer science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002369152,0.0004817209,0.0003790605,0.0003689864,0.0002124745,0.0002620751,0.0001203933,0.0003526215,0.0009438287],"category_scores_gemma":[0.0006472626,0.0002464715,0.0002639256,0.0001576614,0.0002245865,0.0001688429,0.0003898654,0.0001883314,0.0002144287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009166,"about_ca_system_score_gemma":0.0001440872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898796,"about_ca_topic_score_gemma":0.004630283,"domain_scores_codex":[0.9998355,0.00002527777,0.00002579787,0.0000513051,0.00003012886,0.00003196827],"domain_scores_gemma":[0.9998162,0.00002930248,0.00004270119,0.00001397119,0.0000328632,0.00006497854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009355131,0.003923025,0.7347932,0.0003996073,0.0002469952,0.00220137,0.002315647,0.000498254,0.2068465,0.00008189317,0.0004633016,0.03887512],"study_design_scores_gemma":[0.00004843287,0.004849902,0.992973,0.000009432219,0.00003631276,0.0002855122,0.0002638817,0.0001461611,0.001237554,0.0000259698,0.0001177064,0.000006193332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999715,0.00004298076,0.00008652166,0.000003836727,0.000001934351,0.00001732092,0.00004688957,0.00000338913,0.00008211166],"genre_scores_gemma":[0.9991423,0.00005791929,0.0002346526,0.00002272684,0.000004060067,0.00004131678,0.0001614327,0.000001877908,0.0003337742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001898796,"threshold_uncertainty_score":0.003775537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791365391412082,"score_gpt":0.2976428216995941,"score_spread":0.2797291677854732,"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."}}