{"id":"W4415430188","doi":"10.1302/1358-992x.2025.10.045","title":"THE MY HIP & KNEE APP: OUTCOMES AND EXPERIENCES OF 5,433 PATIENTS","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":"Sunnybrook Health Science Centre","funders":"","keywords":"Perioperative; Total hip replacement; Pain medication; Prehabilitation; Pain management; Patient education; Opioid; Fast track","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":[0.001963744,0.0002683449,0.0004250651,0.0006053881,0.001036026,0.001635045,0.0003090058,0.0006376508,0.00197133],"category_scores_gemma":[0.009445092,0.000217402,0.0007270239,0.0006949371,0.0005290211,0.001402739,0.00175457,0.0009585215,0.0005580673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006706067,"about_ca_system_score_gemma":0.0009257667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126125,"about_ca_topic_score_gemma":0.006137501,"domain_scores_codex":[0.9985989,0.000409956,0.0001718359,0.0001224823,0.0003966244,0.0003002599],"domain_scores_gemma":[0.9964027,0.0009797539,0.0009197416,0.0000937775,0.0004856389,0.001118384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008912701,0.003073761,0.8527492,0.0004622184,0.0001824128,0.002286339,0.03600372,0.0003533023,0.0006546986,0.0002010472,0.006350182,0.09679192],"study_design_scores_gemma":[0.000133536,0.006012662,0.9166471,0.0005849599,0.0002800706,0.006373337,0.05535646,0.001147971,0.0006746402,0.0002572762,0.01229354,0.000238503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978973,0.0003802681,0.00009718439,0.0002267994,0.00001229467,0.00004109274,0.000251587,0.00000892364,0.001084541],"genre_scores_gemma":[0.9979631,0.0005147766,0.0003050029,0.0002492751,0.00001471998,0.00006872826,0.0003041739,0.000009445202,0.0005706963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003126125,"threshold_uncertainty_score":0.01038545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008610935462672503,"score_gpt":0.2560682401749181,"score_spread":0.2474573047122456,"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."}}