{"id":"W2317878844","doi":"10.1097/bot.0b013e3182460837","title":"Operative Versus Nonoperative Treatment of Unstable Lateral Malleolar Fractures","year":2012,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Victoria Hospital","funders":"","keywords":"Medicine; Nonunion; Surgery; Fibula; Ankle; Internal fixation; Malunion; Radiography; Trauma center; Randomized controlled trial; Retrospective cohort study; Tibia","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":[0.0003004163,0.0001871048,0.0006065199,0.0001818654,0.00005777366,0.00001241964,0.00005354056,0.00009278537,0.0006953931],"category_scores_gemma":[0.00007149944,0.0001168074,0.0003824944,0.0001404457,0.0000876806,0.0003531941,0.000009845117,0.0001992797,0.00001078112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108676,"about_ca_system_score_gemma":0.0001803298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002113029,"about_ca_topic_score_gemma":0.000007762754,"domain_scores_codex":[0.9986337,0.00007671964,0.000554888,0.00009289381,0.0003506975,0.0002910635],"domain_scores_gemma":[0.9989038,0.000137696,0.0002915473,0.0001306776,0.0002535536,0.0002827705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01793447,0.004715483,0.8044072,0.0001331812,0.002943639,0.0008033114,0.01522488,0.00008583816,0.0137412,0.0002843529,0.004787581,0.1349388],"study_design_scores_gemma":[0.03244068,0.01642723,0.7287951,0.0005663842,0.001124445,0.000986923,0.002916691,0.00005651172,0.09190454,0.00001944532,0.1242905,0.0004715464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895386,0.005364387,0.00003551969,0.0004784153,0.001053346,0.0001424173,0.000008872613,0.000008412714,0.003370031],"genre_scores_gemma":[0.9966547,0.0005059881,0.0009597451,0.00009261562,0.001094307,0.000002826781,0.000007013166,0.00001868884,0.0006640602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344673,"threshold_uncertainty_score":0.7614067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977995423623195,"score_gpt":0.332905677717905,"score_spread":0.293125723481673,"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."}}