{"id":"W4390629466","doi":"10.1016/j.gaitpost.2024.01.004","title":"Improving muscle capacity utilization with a 12-week strengthening program for females with symptomatic knee osteoarthritis","year":2024,"lang":"en","type":"article","venue":"Gait & Posture","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Isometric exercise; Squat; Medicine; Physical therapy; Osteoarthritis; Physical medicine and rehabilitation; Muscle strength","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":[0.0002360332,0.0003991952,0.0005853385,0.0002988501,0.0005411529,0.0001666108,0.0002866982,0.0003672099,0.003295254],"category_scores_gemma":[0.0004497414,0.0001844885,0.0004785193,0.0002080534,0.00009168099,0.0001877083,0.0003390443,0.0004211654,0.0002419803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495645,"about_ca_system_score_gemma":0.0006711576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004669402,"about_ca_topic_score_gemma":0.01531243,"domain_scores_codex":[0.9998909,0.00001745695,0.00001076627,0.00001637127,0.00001584287,0.00004860885],"domain_scores_gemma":[0.9998473,0.00001462419,0.00002806215,0.000003582851,0.00001241167,0.00009407863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03947255,0.1641311,0.1430628,0.001339926,0.0008091452,0.0007738156,0.001263189,0.001446471,0.02734537,0.0001059974,0.003511337,0.6167382],"study_design_scores_gemma":[0.01330954,0.10409,0.874687,0.0002457627,0.0006347166,0.0003340977,0.001029171,0.001884397,0.001984952,0.00007533421,0.001686973,0.0000381729],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990858,0.0001921933,0.00006067972,0.0001292496,0.00001860436,0.0001015902,0.00003431918,0.00001022567,0.0003673249],"genre_scores_gemma":[0.9974418,0.0004481393,0.0006146815,0.00011487,0.00003999772,0.0002152049,0.00009128368,0.000002235274,0.001031801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004669402,"threshold_uncertainty_score":0.0110237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653688799229618,"score_gpt":0.2583442283433195,"score_spread":0.2318073403510234,"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."}}