{"id":"W3040845372","doi":"10.1016/j.jse.2020.06.031","title":"Medial elbow exposure: an anatomic comparison of 5 approaches","year":2020,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of British Columbia; Hand and Upper Limb Clinic; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Elbow; Medicine; Anatomy; Medial collateral ligament; Cadaveric spasm; Epicondyle; Ligament; Humerus; Cadaver; Orthodontics","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":[0.0004079661,0.000181829,0.0009417684,0.0001730594,0.00004570793,0.0000186712,0.00007175936,0.0001271321,0.00006648196],"category_scores_gemma":[0.00008662384,0.0001310786,0.0002732415,0.0001695736,0.000102468,0.0001969005,0.00002117877,0.0003205252,0.000001529966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002561913,"about_ca_system_score_gemma":0.000168419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007452495,"about_ca_topic_score_gemma":0.000004425096,"domain_scores_codex":[0.9983131,0.00006407546,0.0007986232,0.0001697915,0.000440018,0.0002144343],"domain_scores_gemma":[0.9987086,0.0001744204,0.0003739941,0.0001361157,0.0001201922,0.000486697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268528,0.0007591424,0.9446644,0.0002346976,0.0003650544,0.000186705,0.003195285,0.00002342468,0.002284254,0.00006091667,0.004007373,0.04295029],"study_design_scores_gemma":[0.00607523,0.004819592,0.9375578,0.0004627745,0.001550794,0.001205701,0.005942563,0.001458229,0.03602441,0.0002745069,0.004086469,0.0005419656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929054,0.003982881,0.0001934824,0.00224693,0.000206223,0.0001064247,0.000006614014,0.00001516114,0.0003369348],"genre_scores_gemma":[0.9981259,0.0003666728,0.0005853955,0.0002999709,0.0005660412,0.000001751608,0.00001336582,0.00002303704,0.00001784952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04240832,"threshold_uncertainty_score":0.5345228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978484245673662,"score_gpt":0.3316245418493105,"score_spread":0.1337761172819443,"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."}}