{"id":"W4294176596","doi":"10.21091/mppa.2022.3020","title":"Bow-Side Kinematics Studies in Violinists: An Experimental Design Tracking Intra- and Inter-Musician Variability by Bow Stroke, String Played, and Tempo","year":2022,"lang":"en","type":"review","venue":"Medical Problems of Performing Artists","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Kinematics; Violin; Joint (building); Physical medicine and rehabilitation; String (physics); Computer science; Mathematics; Engineering; Physics; Structural engineering; Acoustics; Medicine; Classical mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0145454,0.001065667,0.005073577,0.001219326,0.0004771481,0.001376888,0.001076696,0.0011617,0.003168412],"category_scores_gemma":[0.024019,0.0004355753,0.005579531,0.002034164,0.0007192314,0.0008758018,0.0008450517,0.0007120004,0.0003279383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006170289,"about_ca_system_score_gemma":0.001658485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082709,"about_ca_topic_score_gemma":0.002963049,"domain_scores_codex":[0.9925174,0.004134599,0.001807886,0.0008155842,0.0005999114,0.0001246235],"domain_scores_gemma":[0.981455,0.01431458,0.001891439,0.001062986,0.00114917,0.0001268724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.011673,0.001151089,0.01201299,0.5215083,0.1089783,0.0002408575,0.0006261188,0.0005579498,0.00383515,0.001461878,0.001855704,0.3360986],"study_design_scores_gemma":[0.01139714,0.0220479,0.1375323,0.1276292,0.6144024,0.001201391,0.001547796,0.0009257158,0.005154987,0.004780129,0.07311329,0.0002678237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02361521,0.9672879,0.004114039,0.0002784308,0.0004373752,0.002822801,0.0004346405,0.00003320625,0.0009764016],"genre_scores_gemma":[0.2683219,0.6872703,0.02158775,0.001389351,0.0005134989,0.01801997,0.001347651,0.0000608219,0.001488736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0145454,"threshold_uncertainty_score":0.07692432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482716960115853,"score_gpt":0.4119299325892491,"score_spread":0.2636582365776638,"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."}}