{"id":"W4414138842","doi":"10.1002/jor.70064","title":"Reimagining Outcomes: A Perspective Review of Advances in Remote Monitoring Technologies in Post‐Arthroplasty Patient Care","year":2025,"lang":"en","type":"review","venue":"Journal of Orthopaedic Research®","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Standardization; Reimbursement; Health care; Rehabilitation; Telemedicine; Wearable technology; Modalities; Wearable computer; Patient satisfaction","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":[0.006736392,0.001124041,0.002636124,0.005622483,0.0005652692,0.003002849,0.001948315,0.002406127,0.004485305],"category_scores_gemma":[0.01960338,0.0005625294,0.00261543,0.005789692,0.001114799,0.003123267,0.001675627,0.00309881,0.001316725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654564,"about_ca_system_score_gemma":0.005781907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004155835,"about_ca_topic_score_gemma":0.006864191,"domain_scores_codex":[0.9971496,0.0009720901,0.0007517084,0.0003646174,0.0006212086,0.0001407379],"domain_scores_gemma":[0.9780365,0.01642381,0.001625374,0.0002803785,0.003235644,0.000398296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001938849,0.00007915408,0.0007398233,0.08921675,0.0004866272,0.00009538432,0.000306333,0.0003658366,0.0002625766,0.006323574,0.02193033,0.8799998],"study_design_scores_gemma":[0.00006147535,0.0003946671,0.003935612,0.2183623,0.001841708,0.0008888234,0.0005537099,0.0003518279,0.0003280395,0.005324418,0.7678538,0.0001035059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006519494,0.998475,0.0001074457,0.0008140971,0.0001816979,0.000008642476,0.00002137402,0.000004114584,0.0003223344],"genre_scores_gemma":[0.0008846233,0.9978135,0.0003071023,0.0005708369,0.0002918323,0.00002160723,0.00003002423,0.000003149657,0.00007736755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006736392,"threshold_uncertainty_score":0.03562587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629926232781975,"score_gpt":0.4380996046531573,"score_spread":0.3918003423253376,"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."}}