{"id":"W1595183857","doi":"10.1002/9781119413936.ch82","title":"Distal Humerus Fractures","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Olecranon; Humerus; Elbow; Range of motion; Fixation (population genetics); Humerus fracture; Internal fixation; Surgery; Arthroplasty; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001696776,0.0005561929,0.0008060867,0.0002788557,0.00007598573,0.0000521475,0.0001509822,0.0005937581,0.0244854],"category_scores_gemma":[0.000255115,0.0004345469,0.0004678348,0.0002888255,0.0001984175,0.00004305789,0.00005492759,0.0006154691,0.0002574851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456376,"about_ca_system_score_gemma":0.001009174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004696319,"about_ca_topic_score_gemma":0.0003581721,"domain_scores_codex":[0.9975223,0.00008135889,0.0003841935,0.0007073446,0.000850955,0.0004538546],"domain_scores_gemma":[0.9981205,0.0001786638,0.0002409904,0.0009659977,0.00009699114,0.0003968101],"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":[0.0002387774,0.0006731467,0.04293834,0.001611679,0.0006382515,0.004649494,0.00007045294,0.000005595026,0.00006273702,0.000187987,0.8964439,0.05247964],"study_design_scores_gemma":[0.00129149,0.0004734447,0.005864706,0.00928985,0.0008070985,0.00006492211,0.00002593519,0.00001782111,0.0003481775,0.00001142316,0.9813493,0.000455861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001628388,0.1730758,0.00148666,0.004267844,0.001652972,0.001751774,0.0002373209,0.000837455,0.8150617],"genre_scores_gemma":[0.01850929,0.006682066,0.004190403,0.003571643,0.002802044,0.0001215572,0.001469802,0.0008485571,0.9618046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1663938,"threshold_uncertainty_score":0.9998106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05792270234317778,"score_gpt":0.3437414990585392,"score_spread":0.2858187967153615,"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."}}