{"id":"W4409713379","doi":"10.1016/j.joca.2025.02.701","title":"COMPARING TOTAL HIP ARTHROPLASTY AND EDUCATION AND EXERCISE OUTCOMES BY HIP OSTEOARTHRITIS SYMPTOM SEVERITY USING MATCHED OBSERVATIONAL DATA","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arthritis Society; University Health Network","funders":"","keywords":"Observational study; Medicine; Osteoarthritis; Physical therapy; Arthroplasty; Total hip arthroplasty; Hip arthroplasty; Physical medicine and rehabilitation; Internal medicine; Surgery; Alternative medicine","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":[0.007274266,0.00098171,0.001598819,0.001825707,0.0009593725,0.001710696,0.002266228,0.001634247,0.00337424],"category_scores_gemma":[0.02339786,0.001210403,0.005535285,0.003069447,0.0008298588,0.001476552,0.002127956,0.00156215,0.0004746646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033694,"about_ca_system_score_gemma":0.001233977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912956,"about_ca_topic_score_gemma":0.01983005,"domain_scores_codex":[0.9828455,0.00799375,0.002710032,0.003036951,0.001613457,0.001800354],"domain_scores_gemma":[0.9767173,0.009069092,0.008301022,0.002967619,0.001361999,0.001582859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01226853,0.0005742768,0.9699295,0.0002022472,0.01371985,0.00011165,0.0001984196,0.0003799588,0.0003147451,0.0001335617,0.000457713,0.001709487],"study_design_scores_gemma":[0.001715406,0.003107022,0.9870651,0.00006128375,0.00398654,0.0002243801,0.0006613093,0.001979573,0.0002159135,0.0002676813,0.0006707274,0.00004513749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958754,0.0006285341,0.0005535625,0.00004877311,0.00006253067,0.00007513262,0.002474084,0.000007576461,0.0002743497],"genre_scores_gemma":[0.9956129,0.0001379013,0.0002901409,0.00007679834,0.00003965016,0.0001423585,0.003441046,0.000006003424,0.0002532401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01912956,"threshold_uncertainty_score":0.03847045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920440370280811,"score_gpt":0.2885933631997519,"score_spread":0.2593889594969437,"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."}}