{"id":"W4229447369","doi":"10.3389/fpsyg.2022.883279","title":"Injury Prevention Considerations for Drum Kit Performance","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"GRAMMY Museum Foundation; University of Windsor","keywords":"Psychology; Applied psychology; Physical therapy; Physical medicine and rehabilitation; Medical education; 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":[0.0004086778,0.00008664502,0.0002190154,0.0002505721,0.0002407818,0.000003755644,0.00006363987,0.00006958688,0.0006077407],"category_scores_gemma":[0.0000412223,0.00009512491,0.00005085682,0.0001994158,0.00005123906,0.00006019504,0.00002072754,0.0003065409,0.000008828384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008685052,"about_ca_system_score_gemma":0.000148975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004551549,"about_ca_topic_score_gemma":0.000006751597,"domain_scores_codex":[0.998973,0.00006407691,0.0003029082,0.0002459692,0.0001067638,0.0003072432],"domain_scores_gemma":[0.9995531,0.000026617,0.00007864918,0.0002419207,0.00003108348,0.0000686375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001153349,0.0002440954,0.1249114,0.0001298794,0.00002096596,0.000005500867,0.0004532435,0.00002327076,0.0001122687,0.0002671982,0.772482,0.1001968],"study_design_scores_gemma":[0.004573919,0.002808054,0.07285891,0.00003935507,0.00003624644,0.0001247757,0.0003627701,0.004698428,0.00009483849,0.01240105,0.9017935,0.0002081246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059725,0.001772847,0.0252296,0.01965023,0.02804985,0.002855614,0.0001006451,0.000110502,0.01625816],"genre_scores_gemma":[0.9361487,0.0003341028,0.03698289,0.02306085,0.0006115337,0.001048399,0.0001140711,0.00002754957,0.001671899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1293115,"threshold_uncertainty_score":0.6654334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778336925263757,"score_gpt":0.3673237410621364,"score_spread":0.3295403718094989,"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."}}