{"id":"W4412089525","doi":"10.1002/jeo2.70336","title":"National Basketball Association combine scores as a predictive measure of lower limb surgery over 10 consecutive seasons (2010–2020): A retrospective review","year":2025,"lang":"en","type":"review","venue":"Journal of Experimental Orthopaedics","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Basketball; Medicine; Ankle; Lower limb; Orthopedic surgery; Retrospective cohort study; Physical therapy; Anthropometry; Sports medicine; Surgery; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002040904,0.0005754613,0.004348764,0.0007163933,0.000101519,0.00002842997,0.0002072909,0.0006395823,0.001337143],"category_scores_gemma":[0.00407142,0.0004443431,0.003198119,0.0008504749,0.0002723646,0.0002267431,0.0001202483,0.001262559,0.000007964264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209456,"about_ca_system_score_gemma":0.005370032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008728283,"about_ca_topic_score_gemma":0.000001501047,"domain_scores_codex":[0.9944975,0.0004376418,0.002357384,0.0003895973,0.002007956,0.0003099236],"domain_scores_gemma":[0.9903415,0.001007791,0.0052363,0.0002730887,0.002876041,0.0002652562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00307081,0.002669733,0.005444811,0.04668948,0.009937542,0.0006276986,0.0001323556,2.00831e-7,0.00005413915,0.000513143,0.8806126,0.05024754],"study_design_scores_gemma":[0.001549274,0.00536864,0.0004054282,0.306599,0.006129301,0.003176169,0.0001599494,0.000002682269,0.0004223731,0.000109647,0.675427,0.0006505738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000155822,0.9920195,0.00002640127,0.0003132194,0.001943026,0.001328634,0.0004616492,0.00004313436,0.003708654],"genre_scores_gemma":[0.0007105873,0.9952255,0.0002924643,0.0003909436,0.0006590358,0.00006943272,0.0001203015,0.00005552428,0.002476232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2599095,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192682923648749,"score_gpt":0.3410724477587821,"score_spread":0.3218041553939072,"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."}}