{"id":"W2009808639","doi":"10.1016/j.pmrj.2013.03.005","title":"Effects of Different Strength Training on Muscle Architecture: Clinical and Ultrasonographic Evaluation in Knee Osteoarthritis","year":2013,"lang":"en","type":"article","venue":"PM&R","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isometric exercise; Medicine; Osteoarthritis; Fascicle; Physical therapy; Rehabilitation; Knee Joint; Muscle architecture; Physical medicine and rehabilitation; Isotonic; Isokinetic Exercise; Anatomy; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002137951,0.000144947,0.000361311,0.0001631863,0.00002455241,0.00001086267,0.00002808696,0.0001324587,0.00007550936],"category_scores_gemma":[0.0002253733,0.000115659,0.00008898467,0.0001073343,0.00007682766,0.00004104809,0.00001261909,0.0002398604,0.000009306922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001338139,"about_ca_system_score_gemma":0.00002499151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666772,"about_ca_topic_score_gemma":0.00007035388,"domain_scores_codex":[0.9988503,0.0001463183,0.0002996672,0.0002493912,0.0002545079,0.0001997811],"domain_scores_gemma":[0.9992402,0.0003803866,0.00006595688,0.0001484759,0.00004068517,0.000124321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007259029,0.000306933,0.0235793,0.00005871135,0.00001734365,0.00001068395,0.0006111543,5.468733e-7,0.0119978,0.0001572557,0.000006626204,0.963181],"study_design_scores_gemma":[0.01720628,0.0100185,0.9587053,0.0008977444,0.0001641083,0.00001581537,0.0002468519,0.000103458,0.01062706,0.001782809,0.00007155457,0.0001604937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970024,0.0006825893,0.000007454972,0.00017539,0.0001747186,0.001368,0.000002810731,0.00002547352,0.0005612044],"genre_scores_gemma":[0.9991671,0.0001027853,0.0002827618,0.0001037169,0.0000821235,0.0001956509,0.0000237987,0.0000157718,0.00002627256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9630206,"threshold_uncertainty_score":0.4716438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222909318590028,"score_gpt":0.2822609175005461,"score_spread":0.2600318243146458,"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."}}