{"id":"W4200467165","doi":"10.1016/j.injury.2021.12.038","title":"C3 geriatric distal humeral fracture – ORIF or replace with an endoprosthesis","year":2021,"lang":"en","type":"article","venue":"Injury","topic":"Bone fractures and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Toronto","funders":"","keywords":"Fracture (geology); Humeral fracture; Medicine; Orthodontics; Surgery; Humerus; Materials science; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004259961,0.000184107,0.0002833192,0.00004262546,0.00008926472,0.00003949834,0.00004966251,0.0001116494,0.001283466],"category_scores_gemma":[0.00003907854,0.0001094,0.00007050486,0.0002195093,0.00003240409,0.0001187565,0.00002321319,0.000205948,0.00004395043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005791989,"about_ca_system_score_gemma":0.0002106878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539556,"about_ca_topic_score_gemma":0.00007101388,"domain_scores_codex":[0.998979,0.00003283018,0.0001520336,0.0003549237,0.000240372,0.0002408434],"domain_scores_gemma":[0.9991442,0.00003207682,0.00006682306,0.000498666,0.00007758917,0.0001806264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05410302,0.008559438,0.4948149,0.0004884641,0.002991781,0.04803954,0.002810893,0.00002779542,0.01623872,0.0004596,0.09702223,0.2744436],"study_design_scores_gemma":[0.0077686,0.00667358,0.3756937,0.0002202838,0.001207483,0.003254228,0.0004849551,0.00003161129,0.09136657,0.0002600591,0.5122686,0.0007703123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952526,0.0004134135,0.00004322286,0.001813161,0.000121745,0.0002325543,0.00005148559,0.00009258405,0.001979215],"genre_scores_gemma":[0.984419,0.00004163021,0.002115794,0.001725754,0.000330075,0.00002251513,0.0001636685,0.00003935111,0.01114225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152464,"threshold_uncertainty_score":0.9996295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00958977926519193,"score_gpt":0.2795439701457338,"score_spread":0.2699541908805418,"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."}}