{"id":"W4399774453","doi":"10.1007/s11701-024-01949-z","title":"Clinical, functional, and radiological outcomes of robotic assisted versus conventional total hip arthroplasty: a systematic review and meta-analysis of randomized controlled trials","year":2024,"lang":"en","type":"review","venue":"Journal of Robotic Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Medicine; Radiological weapon; Cochrane Library; Randomized controlled trial; Meta-analysis; Confidence interval; Relative risk; MEDLINE; Strictly standardized mean difference; Systematic review; Arthroplasty; Evidence-based medicine; Physical therapy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.03765046,0.0007161779,0.1051533,0.0014337,0.00004820453,0.00004345705,0.00008035514,0.0003954826,0.0009545552],"category_scores_gemma":[0.05115372,0.0003041693,0.03818534,0.0006632275,0.0005871022,0.00008239669,0.00006832364,0.0007016382,0.000004838507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004284041,"about_ca_system_score_gemma":0.0008209306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001670966,"about_ca_topic_score_gemma":5.923599e-7,"domain_scores_codex":[0.9751841,0.007888831,0.01516472,0.000420216,0.001085291,0.0002568233],"domain_scores_gemma":[0.9058214,0.07961355,0.01331207,0.0003512927,0.0005958921,0.0003058163],"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":[0.007518258,0.0002613393,0.00005546916,0.2941875,0.6952463,0.0001749515,0.00000360391,0.00001876871,3.956972e-8,0.00005362586,0.001177043,0.001303065],"study_design_scores_gemma":[0.03680641,0.0002248335,0.0001083491,0.05315163,0.9070141,0.002066988,0.00001590588,0.00004934147,5.776839e-9,0.0000053023,0.0003576211,0.0001995444],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007498195,0.9937747,0.0004122594,0.000344657,0.002047732,0.003252095,0.00007226801,0.00001000527,0.0000113146],"genre_scores_gemma":[0.0007580926,0.9979621,0.0002563193,0.0001035379,0.0001657168,0.0001098471,0.0000607894,0.00003400381,0.0005496583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2410359,"threshold_uncertainty_score":0.9999587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2892811011606066,"score_gpt":0.4266023393941697,"score_spread":0.1373212382335632,"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."}}