{"id":"W2010008996","doi":"10.1071/ah090124","title":"Patterns of recovery following knee and hip replacement in an Australian cohort","year":2009,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Knee replacement; WOMAC; Osteoarthritis; Cohort; Hip replacement; Physical therapy; Complication; Cohort study; Arthroplasty; Surgery; Internal medicine","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":[0.001051187,0.0001947032,0.0008360322,0.00009589458,0.00004645195,0.000009843018,0.00005177283,0.00007060471,0.0002356006],"category_scores_gemma":[0.00004817275,0.0001634896,0.0001154069,0.0001648108,0.00001744407,0.0001437324,0.00001261972,0.0002334069,0.000009108005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007996982,"about_ca_system_score_gemma":0.0001394247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002985822,"about_ca_topic_score_gemma":0.00007591925,"domain_scores_codex":[0.9979059,0.0001329989,0.0008855783,0.0003595554,0.000268358,0.0004475998],"domain_scores_gemma":[0.998948,0.00002372493,0.0002334419,0.0003874684,0.00002498485,0.0003823164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000589436,0.0001730194,0.7221503,0.005256128,0.00003086235,0.00009889898,0.00007743109,2.915564e-7,0.00002148673,0.00004484011,0.004506408,0.2675814],"study_design_scores_gemma":[0.001191864,0.002555514,0.9246892,0.01633709,0.00009874516,0.0001638915,0.00006330848,0.000001182586,0.00002043295,0.00001503295,0.05469119,0.0001725848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693403,0.01194917,0.000004394445,0.01647322,0.0002121021,0.00182561,0.00003141092,0.00003118335,0.0001325858],"genre_scores_gemma":[0.9375921,0.05230689,0.0004163836,0.007903356,0.00008465823,0.0000203414,0.0000921468,0.00001663688,0.00156747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674088,"threshold_uncertainty_score":0.6666911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0564042791547822,"score_gpt":0.3739259876453924,"score_spread":0.3175217084906102,"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."}}