{"id":"W4416206749","doi":"10.1302/1358-992x.2025.13.123","title":"FEMALE PATIENTS WITH END-STAGE KNEE OSTEOARTHRITIS ENGAGE IN LESS DAILY PHYSICAL ACTIVITY IN THE PRE-ARTHROPLASTY WAIT PERIOD","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Osteoarthritis; Knee Joint; Gait; Activities of daily living; Knee pain; Range of motion; Knee flexion; Physical activity; Gait analysis","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":[0.0002050012,0.0002873753,0.0005579213,0.0005579187,0.0005893158,0.000528854,0.0001354902,0.0002848491,0.006440646],"category_scores_gemma":[0.0005623844,0.0001334679,0.0002456658,0.0005414124,0.0001698034,0.0002708288,0.0002348466,0.0002592905,0.001255159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460766,"about_ca_system_score_gemma":0.0001691656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000912982,"about_ca_topic_score_gemma":0.002247742,"domain_scores_codex":[0.9998629,0.00001460426,0.00001505958,0.00003512876,0.00003427006,0.00003793643],"domain_scores_gemma":[0.9997408,0.00003287984,0.0001344967,0.000009880531,0.00002996846,0.0000519735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007563473,0.0003861716,0.978496,0.00009460076,0.00002864603,0.001076643,0.0002430704,0.0000233807,0.002290405,0.00005733566,0.000804187,0.01574322],"study_design_scores_gemma":[0.00002611409,0.001093785,0.9954056,0.00001700708,0.00003541457,0.001745867,0.0002619896,0.0000371669,0.0001288174,0.00003449201,0.001207136,0.000006598741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958085,0.001239967,0.0001893204,0.0001048544,0.00003013401,0.00005722991,0.0008495307,0.00001324324,0.00170731],"genre_scores_gemma":[0.9952342,0.0006492167,0.0002973845,0.0002690234,0.0000624515,0.0001151417,0.0008609312,0.000004620504,0.002507081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006440646,"threshold_uncertainty_score":0.02154607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009406924821345362,"score_gpt":0.2463950851117829,"score_spread":0.2369881602904375,"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."}}