{"id":"W4408002825","doi":"10.1177/20592043251317019","title":"Impact of Music Expression-Related Parameters on Pianists’ Kinematics and Muscle Activity: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Music & Science","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Kinematics; Expression (computer science); Psychology; Cognitive psychology; Physical medicine and rehabilitation; Computer science; Medicine; 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":[0.007519397,0.001728649,0.008150094,0.01108196,0.0007483924,0.003164208,0.00224474,0.002468727,0.004631668],"category_scores_gemma":[0.03466392,0.00109407,0.006407165,0.01152085,0.001081134,0.002733721,0.001752866,0.0009763407,0.0004516963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002861863,"about_ca_system_score_gemma":0.01062516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007429129,"about_ca_topic_score_gemma":0.02090137,"domain_scores_codex":[0.9935549,0.001643426,0.002952676,0.0005462595,0.001116769,0.0001859422],"domain_scores_gemma":[0.966555,0.02653532,0.004286432,0.000467802,0.001922806,0.0002326876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001220477,0.00001694853,0.0006328763,0.9635407,0.003625857,0.00009092592,0.0002124323,0.00005578901,0.0001510269,0.0001628478,0.0007912599,0.03059736],"study_design_scores_gemma":[0.0001064703,0.0001878057,0.0046261,0.92867,0.04571685,0.0004992554,0.0004192147,0.00006690062,0.000226747,0.0003210632,0.0191167,0.00004293763],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001143837,0.9977769,0.0001620571,0.0001428105,0.00006892644,0.0001747432,0.0002931952,0.000007121135,0.0002303107],"genre_scores_gemma":[0.01161973,0.9865915,0.0005497094,0.0003340047,0.00006869609,0.0004651068,0.0002480049,0.000007769057,0.000115362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01108196,"threshold_uncertainty_score":0.03976685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07564320671961738,"score_gpt":0.3941872173947826,"score_spread":0.3185440106751652,"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."}}