{"id":"W4394685127","doi":"10.1016/j.jisako.2024.04.004","title":"Lateral extra-articular tenodesis may be more cost-effective than independent anterolateral ligament reconstruction: A systematic review and economic analysis","year":2024,"lang":"en","type":"review","venue":"Journal of ISAKOS Joint Disorders & Orthopaedic Sports Medicine","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Anterior cruciate ligament reconstruction; Concomitant; Osteoarthritis; Anterior cruciate ligament; Surgery; Quality of life (healthcare); Anterolateral ligament; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002853059,0.001112333,0.01127545,0.00272129,0.0001199066,0.00006958927,0.0002212861,0.0005106715,0.0008100424],"category_scores_gemma":[0.0001850959,0.0006450938,0.003620331,0.0008987208,0.0006207789,0.0002643602,0.0001099292,0.001566945,0.000006682431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006758978,"about_ca_system_score_gemma":0.0004898121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000800518,"about_ca_topic_score_gemma":0.00002070153,"domain_scores_codex":[0.9917149,0.0003268766,0.005628786,0.0008044733,0.001002731,0.0005222365],"domain_scores_gemma":[0.9939486,0.0001208952,0.004280192,0.0007205228,0.0002900037,0.0006398266],"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":[0.00008116076,0.0001279064,0.00178493,0.6878961,0.01471237,0.001128015,0.0003936628,0.00000113402,7.267269e-7,0.00001217339,0.00185864,0.2920032],"study_design_scores_gemma":[0.001017976,0.0009215746,0.0002879173,0.7225567,0.199494,0.02826174,0.0005394891,0.00004141968,0.000001184038,0.00005803052,0.04623938,0.0005806308],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007315497,0.9867931,0.0001632563,0.003617243,0.001453694,0.006997566,0.0000405482,0.00009491625,0.0001081496],"genre_scores_gemma":[0.001493551,0.9958423,0.0002343235,0.0007767818,0.0005754421,0.0004665827,0.0000435006,0.0001177582,0.0004497303],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2914226,"threshold_uncertainty_score":0.9996001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670793504422766,"score_gpt":0.3187081213285712,"score_spread":0.3020001862843436,"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."}}