{"id":"W4389396272","doi":"10.1016/j.jor.2023.11.070","title":"Navigated Versus Conventional Total Knee Arthroplasty: A Systematic Review and Meta-analysis of Prospective Randomized Controlled Trials","year":2023,"lang":"en","type":"review","venue":"Journal of Orthopaedics","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Coronal plane; Sagittal plane; Total knee arthroplasty; Radiography; Randomized controlled trial; Meta-analysis; Prospective cohort study; Arthroplasty; Orthodontics; Surgery; Radiology; Internal medicine","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02693197,0.0008924501,0.1049352,0.001753067,0.00007370461,0.00004895004,0.0001280866,0.0003686128,0.0006783961],"category_scores_gemma":[0.06017825,0.0004385998,0.04471454,0.001992851,0.0003852674,0.0001428835,0.00009846124,0.001105877,0.0000255963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157088,"about_ca_system_score_gemma":0.001124601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003455298,"about_ca_topic_score_gemma":0.000005142168,"domain_scores_codex":[0.9790344,0.005968674,0.01243492,0.00040984,0.001830373,0.0003218411],"domain_scores_gemma":[0.9558626,0.02280749,0.01889597,0.0005189976,0.001552154,0.0003628376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01449406,0.0001007403,0.000003139888,0.3759615,0.608863,0.000174156,0.00002665901,0.000002031107,3.799125e-8,0.00008735876,0.0001077101,0.0001796038],"study_design_scores_gemma":[0.1619058,0.0004284767,0.000002883723,0.08247405,0.7533226,0.0007755419,0.00003651185,0.00001342193,3.837045e-8,0.000008673258,0.0008164256,0.0002155756],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001932837,0.9855672,0.00007542883,0.0002351186,0.0006707344,0.01304656,0.0003052215,0.00003157866,0.0000488145],"genre_scores_gemma":[0.00005534708,0.9969097,0.0002653913,0.00006518231,0.000143,0.0005849946,0.0000820231,0.00008656616,0.001807799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2934875,"threshold_uncertainty_score":0.9998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112519831647714,"score_gpt":0.3968995268296274,"score_spread":0.285647543664856,"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."}}