{"id":"W2003578890","doi":"10.1016/j.jse.2009.01.028","title":"Computer assisted surgery of the distal humerus can employ contralateral images for pre-operative planning, registration, and surgical intervention","year":2009,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Western University; St Joseph's Health Care","funders":"","keywords":"Medicine; Cadaveric spasm; Elbow; Humerus; Anatomy; Cadaver; 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":[0.0004970919,0.0001500673,0.0005701751,0.0001108687,0.00009579407,0.00004643073,0.00003157133,0.00007857403,0.000009145606],"category_scores_gemma":[0.00004757568,0.00008857466,0.0003721032,0.00006924198,0.000127858,0.0001413106,0.00001027199,0.0001547137,2.904313e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002884601,"about_ca_system_score_gemma":0.00008455383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002271041,"about_ca_topic_score_gemma":0.000006178519,"domain_scores_codex":[0.998735,0.00007583329,0.0006751989,0.0001316341,0.0002106369,0.0001716866],"domain_scores_gemma":[0.9988517,0.000357469,0.0003728473,0.00009542545,0.0002013158,0.0001212634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001898483,0.0005966735,0.9411961,0.0001832663,0.000452914,0.000240499,0.0009452637,0.00001273309,0.0006706975,0.00006151665,0.01131803,0.04242377],"study_design_scores_gemma":[0.001502257,0.0005387363,0.9925681,0.0006791248,0.0002364215,0.001511054,0.0001017272,0.0000545976,0.002030698,0.0001169704,0.0005613618,0.00009890779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99545,0.001339736,0.0006324488,0.002076909,0.0002236924,0.0002000701,0.00002653848,0.000007413572,0.00004322891],"genre_scores_gemma":[0.9990551,0.0001510088,0.0001872422,0.0001303655,0.0002237287,0.000003300325,0.0000230038,0.000009430315,0.0002168275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05137199,"threshold_uncertainty_score":0.361197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329662529405857,"score_gpt":0.3356081933217911,"score_spread":0.3023115680277326,"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."}}