{"id":"W4415430167","doi":"10.1302/1358-992x.2025.10.053","title":"CT-VERIFIED UNION RATE FOLLOWING ARTHRODESIS OF ANKLE, HINDFOOT, OR MIDFOOT: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2025,"lang":"en","type":"review","venue":"Orthopaedic Proceedings","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Arthrodesis; Observational study; Cohort; Orthopedic surgery; Cohort study; Randomized controlled trial; MEDLINE; Radiography","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004432383,0.001087777,0.02033297,0.001529341,0.0001340313,0.00007138392,0.0003219975,0.000320042,0.0002867994],"category_scores_gemma":[0.002931376,0.0006519388,0.00897079,0.005074478,0.0001337502,0.0002191937,0.0002144448,0.0006197545,0.00001429062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000950535,"about_ca_system_score_gemma":0.0008648331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002143524,"about_ca_topic_score_gemma":0.000008560037,"domain_scores_codex":[0.9943823,0.0002572439,0.002923802,0.001110495,0.000769437,0.0005567679],"domain_scores_gemma":[0.9959422,0.0006798421,0.001997021,0.0006477106,0.0004107608,0.0003224479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001177082,0.00006190559,0.00001853596,0.8583122,0.13538,0.00008008112,0.00002239942,8.083506e-9,5.367846e-7,0.00006113241,0.001073405,0.004977998],"study_design_scores_gemma":[0.0002120542,0.00007330199,0.000002953107,0.2417915,0.7094218,0.00009894556,0.00002569788,0.000001528414,0.000001778371,0.000006594512,0.04797694,0.0003869152],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001682112,0.993446,0.00001496533,0.0003013985,0.0001155806,0.004676867,0.00007035937,0.0001286386,0.001229391],"genre_scores_gemma":[0.0001092025,0.983289,0.0002121429,0.0005683115,0.00005819838,0.000840538,0.0001428652,0.0000861168,0.0146936],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6165207,"threshold_uncertainty_score":0.9995932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06813224307711871,"score_gpt":0.3390132713309391,"score_spread":0.2708810282538203,"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."}}