{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002615016,0.0001987194,0.0003739028,0.0001415224,0.0002169963,0.00004266336,0.0001272103,0.00008420678,0.00003977296],"category_scores_gemma":[0.001042456,0.000123224,0.0001242181,0.0003574902,0.0004766773,0.0001660878,0.0001662635,0.0001750687,0.00001359664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002660663,"about_ca_system_score_gemma":0.0000753748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001277622,"about_ca_topic_score_gemma":0.000006988476,"domain_scores_codex":[0.9985458,0.000007128799,0.0004170575,0.0002978502,0.0004199825,0.0003121427],"domain_scores_gemma":[0.9991595,0.0001704532,0.0001568123,0.0001670804,0.0002274309,0.0001187402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001158526,0.00008175736,0.9702399,0.0001607145,0.00007611947,8.900511e-7,0.006327308,1.810096e-8,0.0001228098,0.001433376,0.003724042,0.01771724],"study_design_scores_gemma":[0.003201226,0.000298521,0.9329994,0.0002461769,0.0001561672,0.00001326668,0.0150684,0.0000134634,0.0005679914,0.0002987503,0.04694156,0.0001951164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868422,0.0006471712,0.00001233897,0.001613437,0.0004182094,0.0004658634,0.000002085818,0.000097232,0.009901459],"genre_scores_gemma":[0.990188,0.00006667219,0.0003583237,0.00055855,0.00003740981,0.00008776051,0.000003046382,0.0000155309,0.008684715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04321751,"threshold_uncertainty_score":0.5024928,"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."}}