{"id":"W4409830571","doi":"10.14814/phy2.70329","title":"Cross‐education attenuates muscle weakness and facilitates strength recovery after orthopedic immobilization in females: A pilot study","year":2025,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Sports injuries and prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Texas Christian University","keywords":"Isometric exercise; Medicine; Weakness; Resistance training; Muscle atrophy; Muscle weakness; Muscle strength; Physical medicine and rehabilitation; Physical therapy; Lean body mass; Skeletal muscle; Surgery; Internal medicine; Body weight","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":[0.000850701,0.00082017,0.0008665956,0.0003877961,0.0004822734,0.0002385701,0.0006314896,0.0007491005,0.004267981],"category_scores_gemma":[0.0006792833,0.0002779223,0.0006152596,0.0001572972,0.0005113549,0.0003994404,0.0004674748,0.0008503174,0.0004842641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826699,"about_ca_system_score_gemma":0.0006429971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006515814,"about_ca_topic_score_gemma":0.001238927,"domain_scores_codex":[0.999647,0.0001196376,0.0000189394,0.00005580314,0.00003564018,0.0001230126],"domain_scores_gemma":[0.9995302,0.00009860045,0.00006857808,0.00005213912,0.00003556071,0.0002149284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1598,0.5739772,0.01169145,0.0007507855,0.0003129465,0.0007755426,0.0007674369,0.0004278561,0.1403026,0.0001993242,0.0005912417,0.1104037],"study_design_scores_gemma":[0.005482229,0.9708809,0.01736527,0.00002217504,0.0001014547,0.0001112968,0.0001190515,0.0001582835,0.005187293,0.0000294418,0.0005353223,0.000007309755],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989962,0.0001156985,0.0001670271,0.00006059379,0.00001961273,0.000337146,0.00003938647,0.00001091925,0.0002534451],"genre_scores_gemma":[0.9940141,0.0005874128,0.001062741,0.0001794649,0.0001169478,0.001048775,0.0001702765,0.00000771444,0.002812501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004267981,"threshold_uncertainty_score":0.01427788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765637822064228,"score_gpt":0.3395711122778401,"score_spread":0.3119147340571978,"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."}}