{"id":"W4403217703","doi":"10.21203/rs.3.rs-5204526/v1","title":"Impact of Music Expression-Related Parameters on Pianists’ Kinematics and Muscle Activity: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Research Square","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Kinematics; Expression (computer science); Psychology; Physical medicine and rehabilitation; Cognitive psychology; Computer science; Medicine; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003129363,0.0005160708,0.004245523,0.0008286698,0.0001222305,0.00004711335,0.0002370065,0.0004140672,0.0002408244],"category_scores_gemma":[0.002096914,0.000289636,0.0008562736,0.001551504,0.0001610203,0.0000661335,0.000155209,0.002008766,0.0002810605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004373391,"about_ca_system_score_gemma":0.001358302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006856948,"about_ca_topic_score_gemma":0.000002758764,"domain_scores_codex":[0.9947714,0.001139607,0.001405534,0.000572675,0.001398874,0.0007119626],"domain_scores_gemma":[0.996049,0.001380346,0.0005162097,0.001230539,0.0002798839,0.0005440435],"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":[0.00001984758,0.0001290317,0.000001705031,0.9331833,0.0002343662,0.00008024066,0.0001547541,1.566842e-7,0.000002525746,0.00001618427,0.004789735,0.06138822],"study_design_scores_gemma":[0.0002168507,0.001259065,0.00002395612,0.980377,0.001739826,0.0001047472,0.00002622136,0.00007953069,7.777192e-7,0.00001391113,0.01595073,0.0002073776],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007170331,0.9891747,0.000001402746,0.00008432295,0.000184533,0.008924827,0.0001252038,0.00005023013,0.0007377982],"genre_scores_gemma":[0.0007133643,0.9977103,0.00005196201,0.00006549712,0.0001219313,0.0007147093,0.00008580619,0.00009964065,0.0004367379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06118085,"threshold_uncertainty_score":0.9999556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1974434977239869,"score_gpt":0.5120986060749582,"score_spread":0.3146551083509712,"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."}}