{"id":"W4416099409","doi":"10.1177/1089313x251381860","title":"Wearable Biosensors to Monitor Workload in Dancers: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Journal of Dance Medicine & Science","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Workload; Wearable computer; Wearable technology; Accelerometer; Data collection; Systematic review","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":[0.004159496,0.0004333146,0.004359656,0.001399778,0.0001195813,0.00004407031,0.003005841,0.0001233489,0.0001474665],"category_scores_gemma":[0.006114871,0.0002848279,0.0004418007,0.006568976,0.0005548541,0.0004805861,0.0002361101,0.0009263091,0.0001515837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007828315,"about_ca_system_score_gemma":0.001103041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004307622,"about_ca_topic_score_gemma":0.000005558426,"domain_scores_codex":[0.9949312,0.0004358878,0.002056466,0.0005285623,0.001390833,0.0006571119],"domain_scores_gemma":[0.9956166,0.0003827761,0.002224412,0.0009486063,0.0004148993,0.0004126739],"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":[0.00001546114,0.0001255546,0.00005559104,0.8528311,0.00006936702,0.0001834988,0.0005154096,0.000001751429,0.000002684597,0.00005714813,0.01307152,0.1330709],"study_design_scores_gemma":[0.0003217403,0.0002140378,0.0001007233,0.9404126,0.0009096173,0.0002300011,0.0002242357,2.374476e-7,6.485569e-7,0.00001247541,0.05734871,0.0002249145],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003264404,0.9873224,0.00002503548,0.0007876877,0.004817291,0.001430966,0.000008572814,0.00001018958,0.005565155],"genre_scores_gemma":[0.00006932881,0.9943157,0.0002660491,0.001201985,0.000274721,0.00002407187,1.977728e-7,0.00001356175,0.003834398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.132846,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05353311714848633,"score_gpt":0.4214024966016731,"score_spread":0.3678693794531868,"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."}}