{"id":"W1982144496","doi":"10.1097/ta.0b013e3181beed96","title":"The Biomechanics of Locked Plating for Repairing Proximal Humerus Fractures With or Without Medial Cortical Support","year":2010,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Stryker","keywords":"Biomechanics; Anatomy; Stiffness; Humerus; Medicine; Fixation (population genetics); Reduction (mathematics); Osteotomy; Orthodontics; Materials science; Mathematics; Geometry; Composite material; Population","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":[0.0006907,0.0001611302,0.0003488362,0.00006665599,0.0004762516,0.00003362638,0.00007657371,0.0001218597,0.00004947632],"category_scores_gemma":[0.000851639,0.00007009105,0.0001244914,0.000105461,0.0004160251,0.00009728657,0.00001943434,0.0005909842,3.418112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002889708,"about_ca_system_score_gemma":0.0001867418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002359501,"about_ca_topic_score_gemma":0.0001953104,"domain_scores_codex":[0.9987051,0.00007048127,0.0005036438,0.0001193045,0.0003622564,0.0002391963],"domain_scores_gemma":[0.9979579,0.0008342788,0.000164375,0.0001838001,0.000690825,0.0001687488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1610505,0.004074987,0.3866589,0.004619366,0.003863723,0.0003638979,0.03679718,0.00001382521,0.1533766,0.01666765,0.004965255,0.2275481],"study_design_scores_gemma":[0.01565148,0.07807709,0.09834988,0.0007317519,0.01206758,0.01290059,0.0170483,0.000581492,0.748355,0.005514402,0.00988649,0.0008359099],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968783,0.0001493252,0.00101726,0.0009018973,0.0004924178,0.0003884299,0.00001619785,0.00001927081,0.0001368655],"genre_scores_gemma":[0.998401,0.00004520213,0.0008340884,0.0001087054,0.0005576006,0.00001216502,0.000003073633,0.00002104424,0.00001711206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5949784,"threshold_uncertainty_score":0.3662991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245356123589733,"score_gpt":0.3645278762273124,"score_spread":0.3420743149914151,"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."}}