{"id":"W4321459955","doi":"10.2340/17453674.2023.9411","title":"Clinical and radiological outcomes of robotic-assisted versus conventional total knee arthroplasty: a systematic review and meta-analysis of randomized controlled trials","year":2023,"lang":"en","type":"review","venue":"Acta Orthopaedica","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; University of Toronto","funders":"","keywords":"Medicine; WOMAC; Confidence interval; Randomized controlled trial; Osteoarthritis; Cochrane Library; Meta-analysis; Range of motion; MEDLINE; Arthroplasty; Study heterogeneity; Radiological weapon; Adverse effect; Relative risk; Physical therapy; Strictly standardized mean difference; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01834592,0.002499324,0.022602,0.00622187,0.0007397368,0.00366181,0.002489242,0.002578385,0.004438685],"category_scores_gemma":[0.05548,0.00156718,0.03152155,0.006903341,0.001003951,0.002197797,0.001510603,0.002105277,0.0003001407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003479985,"about_ca_system_score_gemma":0.004863965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004839885,"about_ca_topic_score_gemma":0.01093972,"domain_scores_codex":[0.9814481,0.008295796,0.006505124,0.001527486,0.001844108,0.0003794206],"domain_scores_gemma":[0.9585173,0.03039414,0.007674147,0.0007837501,0.002267113,0.0003635804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002292789,0.00003214405,0.001738343,0.6786945,0.3041924,0.00007269213,0.00008135925,0.0002854648,0.0001310275,0.0001272494,0.0004879434,0.01186418],"study_design_scores_gemma":[0.001803788,0.0004127655,0.002962091,0.08678629,0.905423,0.0001090637,0.00007119036,0.000188924,0.0001358861,0.0002709416,0.00180209,0.00003393843],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003714853,0.9943625,0.0004109699,0.0001878334,0.0001421226,0.0005618005,0.0003766384,0.00001818629,0.000225212],"genre_scores_gemma":[0.1415838,0.8489943,0.003261901,0.001357642,0.0003260038,0.003369724,0.0007662065,0.00003395447,0.0003065485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.022602,"threshold_uncertainty_score":0.09702367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821721137009889,"score_gpt":0.4245810985061096,"score_spread":0.2424089848051207,"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."}}