{"id":"W4408106381","doi":"10.3390/complications2010006","title":"Ocular Fat Embolism Syndrome Following Surgical Repair of a Long Bone Fracture","year":2025,"lang":"en","type":"article","venue":"Complications","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fat embolism; Medicine; Fat embolism syndrome; Surgery; Embolism","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":[0.00009466114,0.0001075478,0.0003585647,0.0001378932,0.0001204038,0.00001021281,0.00009605099,0.0000888323,0.00006626636],"category_scores_gemma":[0.00005615368,0.00009420691,0.0003597537,0.0003339923,0.0001002227,0.00004642858,0.00004223735,0.000145772,0.00002534323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002945661,"about_ca_system_score_gemma":0.00005783823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001609906,"about_ca_topic_score_gemma":0.0000015462,"domain_scores_codex":[0.9991331,0.00002229659,0.0003335962,0.0001982351,0.0001675287,0.0001452803],"domain_scores_gemma":[0.9990805,0.00007981571,0.00005911849,0.0006279452,0.00008122645,0.00007135021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001722156,0.00268347,0.416336,0.002079943,0.003217024,0.001450092,0.001807927,0.0001249089,0.004395615,0.5367522,0.0240921,0.006888576],"study_design_scores_gemma":[0.00131272,0.0000898734,0.9643419,0.0005496931,0.0005404518,0.0003433638,0.0001723917,0.0003289441,0.0007759618,0.006945066,0.02444441,0.0001552414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341722,0.003154861,0.01801515,0.002802442,0.0001093682,0.0006513097,0.00001808847,0.0002837082,0.04079285],"genre_scores_gemma":[0.9963043,0.00001329883,0.002427935,0.0003139368,0.00002282687,0.0000465526,0.00007867203,0.00001089442,0.0007816012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5480059,"threshold_uncertainty_score":0.3841646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294419328510854,"score_gpt":0.3047182116130728,"score_spread":0.2917740183279643,"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."}}