{"id":"W4378363589","doi":"10.3233/nre-220286","title":"Substituting some unassisted practice with robotic guidance: Assessing the feasibility of auditory-cued mixed practice for music-based interventions","year":2023,"lang":"en","type":"article","venue":"Neurorehabilitation","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Psychological intervention; Motor learning; Cued speech; Test (biology); Task (project management); Dreyfus model of skill acquisition; Rehabilitation; Motor skill; Psychology; Physical medicine and rehabilitation; Applied psychology; Computer science; Human–computer interaction; Physical therapy; Medicine; Cognitive psychology; Developmental psychology; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002060703,0.0001740268,0.0002227689,0.0001571347,0.0004780535,0.0001376328,0.0002299217,0.00005827072,0.000005703077],"category_scores_gemma":[0.07930627,0.0001315995,0.0002014137,0.0009488232,0.000278334,0.001601355,0.00003060726,0.0001972237,0.000009960269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007912,"about_ca_system_score_gemma":0.0001837681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003261085,"about_ca_topic_score_gemma":0.00003326773,"domain_scores_codex":[0.9966478,0.001367595,0.0006239394,0.0005533755,0.0005316747,0.000275616],"domain_scores_gemma":[0.9792583,0.01852602,0.001055883,0.0004667413,0.0006394255,0.00005365694],"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":[0.001061152,0.001353124,0.001142619,0.001162316,0.00003388999,0.00001409994,0.001797203,0.1122613,0.8610089,0.01537117,0.000490672,0.004303548],"study_design_scores_gemma":[0.007321342,0.004041592,0.5353587,0.0008666678,0.00084353,0.0000249284,0.008654351,0.4148172,0.01986584,0.004121581,0.003319314,0.0007649264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899433,0.000031375,0.08556134,0.01054542,0.001420482,0.002450693,0.00003110691,0.0002865901,0.0002400141],"genre_scores_gemma":[0.9911274,0.000001774154,0.00775891,0.0006063828,0.000120964,0.0002984291,0.00002154124,0.00002873622,0.00003584595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.841143,"threshold_uncertainty_score":0.9284492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373450382451883,"score_gpt":0.3943655300885002,"score_spread":0.2570204918433119,"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."}}