{"id":"W4410444007","doi":"10.1080/10255842.2025.2503494","title":"Exploring the impact of simulated labral states on shoulder muscle activation during isometric and functional tasks","year":2025,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isometric exercise; Physical medicine and rehabilitation; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122285,0.0003400451,0.000196088,0.0001775908,0.0001054512,0.0002973537,0.0003753139,0.0002990764,0.001242672],"category_scores_gemma":[0.00115156,0.0001379915,0.0002733558,0.00008647969,0.0002547306,0.0001841935,0.000392819,0.0001437518,0.0001373756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140471,"about_ca_system_score_gemma":0.0002417624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009541684,"about_ca_topic_score_gemma":0.001187475,"domain_scores_codex":[0.99989,0.00003154432,0.000009812044,0.00001854234,0.00002435936,0.00002589699],"domain_scores_gemma":[0.9997253,0.0001587261,0.0000355168,0.00003667199,0.0000247246,0.00001916225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003307749,0.0007410143,0.01097798,0.0003595295,0.0001257971,0.0004142764,0.0004153849,0.4847446,0.4724539,0.00119382,0.0002640297,0.02500186],"study_design_scores_gemma":[0.0002018057,0.006812461,0.03917503,0.00004940788,0.0001613577,0.000306103,0.0003898935,0.8572677,0.09250144,0.001737395,0.001331816,0.00006559904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903423,0.00004147242,0.008632342,0.00002146331,0.000008818921,0.00003023099,0.00009875221,0.00003574468,0.0007888824],"genre_scores_gemma":[0.9984016,0.00003807476,0.001226713,0.000007650816,0.000001200523,0.00003012553,0.0000553421,0.000003666675,0.0002356883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242672,"threshold_uncertainty_score":0.004157126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06616594515591091,"score_gpt":0.3742698958497203,"score_spread":0.3081039506938094,"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."}}