{"id":"W4413836344","doi":"10.1177/22925503251371048","title":"Acquired Brown Syndrome as a Postoperative Complication of Orbital Wall Fracture Repair with Metallic Mesh","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Diplopia; Surgery; Orbital Fracture; Strabismus surgery; Reduction (mathematics); Internal fixation; Fixation (population genetics); Strabismus","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":[0.0001638321,0.0001921141,0.0005696153,0.0002595269,0.00005790314,0.00001433577,0.0000631173,0.00008772357,0.0002543803],"category_scores_gemma":[0.000878007,0.0001387098,0.0001644647,0.0004076833,0.0001061409,0.00008176381,0.0000304208,0.0001106511,0.00004391937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006130778,"about_ca_system_score_gemma":0.0001521577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137925,"about_ca_topic_score_gemma":0.0000112785,"domain_scores_codex":[0.9987968,0.0000447108,0.0003598252,0.000306732,0.0002906419,0.000201248],"domain_scores_gemma":[0.9973007,0.002033981,0.000119915,0.0003121525,0.0001514571,0.00008173311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02307838,0.00940057,0.6665589,0.007475276,0.0220287,0.009252375,0.005721418,0.001406557,0.0253358,0.04141829,0.1726187,0.01570514],"study_design_scores_gemma":[0.001202988,0.0005688227,0.9590396,0.0009443708,0.0009101189,0.0002794212,0.0002731158,0.0005782127,0.002240801,0.0001678125,0.03346821,0.0003264919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923449,0.000211624,0.001678593,0.001830611,0.0004225985,0.0003661712,0.000008167407,0.0001335681,0.003003808],"genre_scores_gemma":[0.9978967,0.00001004856,0.000290408,0.0009337302,0.00002016282,0.00004285785,0.00009917663,0.00001587409,0.000691017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2924808,"threshold_uncertainty_score":0.5656422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671557393048556,"score_gpt":0.2542335346921622,"score_spread":0.2375179607616766,"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."}}