{"id":"W4366824971","doi":"10.1016/j.xrrt.2023.04.002","title":"A case report: instability after distal humerus hemiarthroplasty leading to revision with a total elbow arthroplasty","year":2023,"lang":"en","type":"article","venue":"JSES Reviews Reports and Techniques","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Hand and Upper Limb Clinic","funders":"","keywords":"Elbow; Medicine; Arthroplasty; Humerus; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0007823863,0.0003658084,0.0008837301,0.000111999,0.000163827,0.00005900249,0.00002075735,0.0001135936,0.0001352389],"category_scores_gemma":[0.0002349565,0.0002247454,0.0001950919,0.0003946664,0.0001393706,0.0001898188,0.000112718,0.0001881951,0.00001680788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244569,"about_ca_system_score_gemma":0.00006774754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888696,"about_ca_topic_score_gemma":0.0002894991,"domain_scores_codex":[0.9975225,0.00005079468,0.0009626423,0.0007941452,0.0003014162,0.0003685195],"domain_scores_gemma":[0.9983639,0.00003822245,0.0003096712,0.0008325739,0.0001194608,0.0003362414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002109165,0.0003007911,0.05239706,0.0009008297,0.00006989452,0.4831354,0.0004370578,1.294596e-7,0.0004062071,0.0000230184,0.002629665,0.459489],"study_design_scores_gemma":[0.0002998137,0.001544392,0.009369542,0.002212378,0.000255187,0.5657672,0.0001416058,0.000003405545,0.002645235,0.00004351571,0.4172788,0.0004388862],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98884,0.005102295,0.0003992238,0.0002420263,0.00007826825,0.002584639,0.00001636616,0.0005744143,0.002162741],"genre_scores_gemma":[0.9843374,0.004257428,0.008708097,0.0001299514,0.0001144445,0.0006692298,0.00007369678,0.00004773107,0.001661974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4590501,"threshold_uncertainty_score":0.9164851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231262678669764,"score_gpt":0.3069709112486031,"score_spread":0.2846582844619054,"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."}}