{"id":"W4388046111","doi":"10.1186/s13018-023-04303-5","title":"Continuous data capture of gait and mobility metrics using wearable devices for postoperative monitoring in common elective orthopaedic procedures of the hip, knee, and spine: a scoping review","year":2023,"lang":"en","type":"review","venue":"Journal of Orthopaedic Surgery and Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Checklist; MEDLINE; Wearable computer; Physical medicine and rehabilitation; Physical therapy; Evidence-based medicine; Wearable technology; Health care; Surgery; Computer science; Alternative 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0105891,0.0003237592,0.00385757,0.001191005,0.0001726558,0.00003724988,0.0002285952,0.0002384546,0.000003324833],"category_scores_gemma":[0.01210496,0.0001881287,0.0004429723,0.002300326,0.0005161071,0.0002838777,0.0005003472,0.001306704,1.063216e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009659624,"about_ca_system_score_gemma":0.002788397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009531231,"about_ca_topic_score_gemma":0.00009327829,"domain_scores_codex":[0.9952387,0.001040161,0.00196639,0.0004260035,0.0009065517,0.000422202],"domain_scores_gemma":[0.9905749,0.00658587,0.001366872,0.0004390684,0.0008338026,0.000199481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001399067,0.0001339859,0.08301351,0.4632053,0.0004725056,0.00009921834,0.0001755656,5.566654e-7,0.000008765552,0.000002403969,0.00004154045,0.4527067],"study_design_scores_gemma":[0.0007961384,0.000393804,0.008083965,0.9823236,0.001360542,0.001403483,0.0006688474,0.00001992936,0.00001188085,0.00001089025,0.004708394,0.0002185021],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04645664,0.9504293,0.000003140239,0.00009939804,0.0001652746,0.002794913,0.00004299206,0.000004681676,0.000003706658],"genre_scores_gemma":[0.005875721,0.9937219,0.0001728727,0.00001195685,0.0001045255,0.00003401998,0.000006095909,0.00004377458,0.00002916041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5191183,"threshold_uncertainty_score":0.9962165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993444845572378,"score_gpt":0.455650847100023,"score_spread":0.2563063625427852,"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."}}