{"id":"W2990463671","doi":"10.2217/cer-2019-0111","title":"The lateral and medial approach in total arthroplasty for valgus knee: a meta-analysis of current literature","year":2019,"lang":"en","type":"review","venue":"Journal of Comparative Effectiveness Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Valgus; Total knee arthroplasty; Valgus deformity; Meta-analysis; Range of motion; Cochrane Library; Osteoarthritis; Physical therapy; Arthroplasty; Randomized controlled trial; Physical medicine and rehabilitation; 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":[0.00695743,0.0005048915,0.008502195,0.00217098,0.0001368112,0.0001261368,0.0002580223,0.0002591626,0.00001806738],"category_scores_gemma":[0.0006106414,0.000249118,0.003620329,0.002535045,0.0005212784,0.0001955627,0.0001937546,0.002298491,0.000003968448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760519,"about_ca_system_score_gemma":0.0009028126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003410685,"about_ca_topic_score_gemma":0.00001002294,"domain_scores_codex":[0.9916636,0.004489563,0.001449934,0.0004601218,0.001408032,0.0005287239],"domain_scores_gemma":[0.9830841,0.01372912,0.0009551662,0.0004378473,0.001587498,0.0002062275],"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":[0.01034464,0.002642653,0.003299003,0.1054378,0.5533399,0.0001748038,0.005373118,0.0005669314,0.00002988394,0.002361972,0.0005593546,0.3158699],"study_design_scores_gemma":[0.01379355,0.01087007,0.04355738,0.02232421,0.5217875,0.001455463,0.0005405519,0.002109677,0.00004449463,0.0003680832,0.3818582,0.001290811],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008550593,0.9870493,0.0002758417,0.00003065799,0.0003582207,0.003539083,0.0001394358,0.000003311028,0.00005359622],"genre_scores_gemma":[0.0524921,0.9462594,0.00021912,0.000001946401,0.0002749386,0.0004438472,0.00006737682,0.00005103542,0.0001901971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3812988,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3371849787735286,"score_gpt":0.5177686102147684,"score_spread":0.1805836314412398,"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."}}