{"id":"W4387062758","doi":"10.1249/01.mss.0000983684.27136.04","title":"CONSIDERATIONS OF MUSCLE QUALITY AND ARCHITECTURE IN RELATION TO MUSCLE WEAKNESS IN HYPERMOBILITY-RELATED DISORDERS","year":2023,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Sports injuries and prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Muscle architecture; Ankle; Medicine; Echogenicity; Biceps; Isometric exercise; Physical medicine and rehabilitation; Muscle weakness; Hypermobility (travel); Weakness; Anatomy; Ultrasound; Physical therapy; Radiology","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":[0.000907273,0.0003540757,0.000244425,0.001408923,0.0003133845,0.0005267271,0.0003167958,0.0003603827,0.002145101],"category_scores_gemma":[0.001823895,0.0001922007,0.000204158,0.0006578975,0.0004629534,0.0004939585,0.0004352141,0.0003135142,0.0002121815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912359,"about_ca_system_score_gemma":0.00007223071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580069,"about_ca_topic_score_gemma":0.003290231,"domain_scores_codex":[0.9997539,0.0000568002,0.00004268297,0.00005614756,0.00005311364,0.0000373047],"domain_scores_gemma":[0.9987794,0.0002475678,0.000615367,0.00007161968,0.000153264,0.0001329468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005778812,0.00004702155,0.9720124,0.0001239276,0.000159337,0.0005441653,0.0004627805,0.0001994207,0.01355463,0.0001160948,0.0001732958,0.01202896],"study_design_scores_gemma":[0.000002955414,0.00007198998,0.9986171,0.0000101684,0.00001274269,0.0005718897,0.0001051662,0.0001307279,0.000298831,0.00006070768,0.000115353,0.000002427531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968131,0.001031262,0.001008935,0.000109228,0.000008917339,0.00002267018,0.0001654273,0.00001607672,0.0008243038],"genre_scores_gemma":[0.998472,0.0001762111,0.0008701434,0.00003635832,0.00001524864,0.0000147738,0.0001028471,0.000006126884,0.0003062947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002145101,"threshold_uncertainty_score":0.007176101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100102032906177,"score_gpt":0.3244567864349659,"score_spread":0.3034557661059041,"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."}}