{"id":"W4412508864","doi":"10.1007/s00402-025-05979-6","title":"The mix and match approach in primary total hip arthroplasty reveals comparable or lower revision rates to matched components: a systematic review","year":2025,"lang":"en","type":"review","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medizinische Universität Graz; Karl-Franzens-Universität Graz","keywords":"Medicine; Orthopedic surgery; Total hip arthroplasty; Hip arthroplasty; Arthroplasty; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004838184,0.001056334,0.006239612,0.008722547,0.0003713291,0.001881029,0.001428278,0.001421553,0.003231392],"category_scores_gemma":[0.022383,0.0006967377,0.005212393,0.009071345,0.0006538053,0.001771471,0.0008772133,0.000605053,0.0002314367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674367,"about_ca_system_score_gemma":0.005131744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004454169,"about_ca_topic_score_gemma":0.01204027,"domain_scores_codex":[0.9951503,0.00126172,0.002063052,0.0005056505,0.0008943522,0.0001249751],"domain_scores_gemma":[0.9805578,0.01420109,0.003430726,0.0002533853,0.001378649,0.0001783727],"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":[0.000309176,0.0000158611,0.001579018,0.9435292,0.009001552,0.0000934456,0.0001067112,0.00005206033,0.0001405244,0.00009598355,0.0009740347,0.04410239],"study_design_scores_gemma":[0.0004307351,0.0005248116,0.01842437,0.7944022,0.1617692,0.001318944,0.0004288417,0.0001215155,0.000350517,0.0003186585,0.02185051,0.00005972354],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001062245,0.9984499,0.00004758749,0.0000675947,0.00003613129,0.00006732746,0.0001571022,0.000003229499,0.0001088159],"genre_scores_gemma":[0.01730556,0.9817672,0.0002641041,0.0002261201,0.00006431754,0.0001488186,0.0001627033,0.00000323356,0.00005782105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008722547,"threshold_uncertainty_score":0.02558708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594057280912475,"score_gpt":0.296068294147349,"score_spread":0.2601277213382242,"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."}}