{"id":"W2963543239","doi":"10.1016/j.humov.2019.102495","title":"Comparing the effect of haptic modalities on walking balance control: Is using one or two arms better?","year":2019,"lang":"en","type":"article","venue":"Human Movement Science","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Balance (ability); Physical medicine and rehabilitation; Modalities; Haptic technology; Psychology; Computer science; Control (management); Simulation; Artificial intelligence; Medicine","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":[0.002463677,0.0001528902,0.0003433174,0.000102417,0.0009845828,0.00003384508,0.0004872134,0.0000387008,0.00009403098],"category_scores_gemma":[0.00004124067,0.0000961249,0.00006214311,0.0002415623,0.0002807712,0.0002301887,0.0001411331,0.0003018183,0.00007011308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017506,"about_ca_system_score_gemma":0.00006879363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250187,"about_ca_topic_score_gemma":0.00005093195,"domain_scores_codex":[0.9977467,0.000296056,0.0004402877,0.0003490156,0.0006396424,0.0005282707],"domain_scores_gemma":[0.9986585,0.0003548923,0.000373947,0.0004838903,0.00007047886,0.00005834215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104475,0.00009078528,0.6006305,0.0003350589,0.0000255255,6.753444e-7,0.002607886,0.00009116845,0.390123,0.005578945,0.00006067641,0.0003453663],"study_design_scores_gemma":[0.004515247,0.0006018977,0.9347731,0.001759696,0.00004624393,3.011745e-7,0.0009365905,0.05261609,0.001816036,0.002655508,0.00004791851,0.0002313158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950055,0.00003477935,0.0004796074,0.0001893831,0.0004630556,0.001072371,0.000005377151,0.00003589891,0.002714013],"genre_scores_gemma":[0.9971167,0.000003959332,0.0001217051,0.001989076,0.0001188681,0.00004023762,0.000001757733,0.00001178933,0.0005959198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3883069,"threshold_uncertainty_score":0.7572715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05766773747353161,"score_gpt":0.380714170637095,"score_spread":0.3230464331635634,"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."}}