{"id":"W4384526367","doi":"10.5312/wjo.v14.i7.540","title":"Locking plates for distal fibula fractures in young and elderly patients: A retrospective study","year":2023,"lang":"en","type":"article","venue":"World Journal of Orthopedics","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Ankle; Fibula; Orthopedic surgery; Radiography; Surgery; Bone healing; Reduction (mathematics); Internal fixation; Retrospective cohort study; Weight-bearing; 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":[0.0005740622,0.0001145495,0.0003648393,0.0004718197,0.00006638321,0.00002833894,0.00004093766,0.00003616694,0.0000165786],"category_scores_gemma":[0.0004660293,0.00008720192,0.00009501867,0.0004656389,0.00003617863,0.0001225741,0.00003050302,0.0003198752,9.789995e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005211698,"about_ca_system_score_gemma":0.00005924263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001406003,"about_ca_topic_score_gemma":0.000455541,"domain_scores_codex":[0.9988922,0.00002716931,0.0004340595,0.0001256393,0.000319359,0.0002015325],"domain_scores_gemma":[0.9992589,0.0001506573,0.0002173922,0.00007613132,0.0001961199,0.0001007835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004308619,0.0002300724,0.985915,0.00003505501,0.00007153438,0.0002164781,0.001196528,0.000015583,0.00001810082,0.00001166106,0.001680468,0.01017863],"study_design_scores_gemma":[0.002973257,0.001270033,0.9920226,0.0002668175,0.00007616333,0.00002266686,0.000902185,0.00009568207,0.00001296195,0.0001547078,0.002112759,0.00009019576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983528,0.0002962625,0.00003778091,0.0003487238,0.000387158,0.0002962448,0.000008634783,0.00001477168,0.0002576179],"genre_scores_gemma":[0.9989662,0.00006930208,0.00009028836,0.00006277352,0.000328399,0.000004509091,0.000009138138,0.00002002203,0.0004493915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008843,"threshold_uncertainty_score":0.3555991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286003317481213,"score_gpt":0.2974039055135346,"score_spread":0.2845438723387225,"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."}}