{"id":"W4410404378","doi":"10.1111/os.70063","title":"The Perioperative Resource Use and Effectiveness of Patellofemoral Arthroplasty Versus Total Knee Arthroplasty: A Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Orthopaedic Surgery","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Natural Science Foundation of Hunan Province; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Medicine; Perioperative; Meta-analysis; Cochrane Library; Arthroplasty; Osteoarthritis; Confidence interval; Randomized controlled trial; Observational study; Physical therapy; Total knee arthroplasty; Quality of life (healthcare); Relative risk; Surgery; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001695339,0.0006794406,0.003659004,0.000589651,0.0002417266,0.0001710999,0.000101884,0.0003816289,0.00009669743],"category_scores_gemma":[0.0008562398,0.0004377537,0.003154041,0.001544449,0.0002575226,0.0001324354,0.0002014256,0.0005450378,0.00000693259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000054024,"about_ca_system_score_gemma":0.0002192964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001841366,"about_ca_topic_score_gemma":0.00006604465,"domain_scores_codex":[0.9967597,0.00117577,0.0007555292,0.0005524299,0.0003115725,0.0004450648],"domain_scores_gemma":[0.9775557,0.02138061,0.0002185901,0.0006474754,0.00009525436,0.0001023962],"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":[0.0001483959,0.00004750386,0.0001485733,0.01950558,0.1496959,0.0001833003,0.00009733302,0.0002782707,0.000001157749,0.0001223513,0.001193074,0.8285786],"study_design_scores_gemma":[0.0002070128,0.00005357088,0.00007791725,0.00166135,0.1005976,0.00002865696,0.0000680185,0.0001540876,0.000003273647,0.00000396207,0.8965191,0.0006255365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005021123,0.996211,0.0002202471,0.000003289962,0.001221021,0.0005020435,0.001074089,0.0001406999,0.000125529],"genre_scores_gemma":[0.0008003454,0.9981169,0.00004505818,0.000003316596,0.00005267957,0.0002868615,0.000406369,0.00005697162,0.0002315395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.895326,"threshold_uncertainty_score":0.9998074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05911648700859532,"score_gpt":0.2735717427526105,"score_spread":0.2144552557440152,"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."}}