{"id":"W4318169403","doi":"10.1097/iop.0000000000002313","title":"Orbital Compartment Syndrome in Severe Burns: Predictive Factors, Timing, and Complications of Intervention","year":2022,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North","funders":"","keywords":"Medicine; Total body surface area; Retrospective cohort study; Body surface area; Surgery; Toxic epidermal necrolysis; Eyelid; Resuscitation; Odds ratio; Accidental; Emergency medicine; Internal medicine","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":[0.0001739268,0.0001279764,0.0004097257,0.0003135568,0.0001009386,0.000007953126,0.00003500237,0.0000310929,0.0002341429],"category_scores_gemma":[0.00007040287,0.0001162116,0.00007986861,0.0001620832,0.0002351596,0.00009071354,0.0001172453,0.000171261,9.732049e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007393416,"about_ca_system_score_gemma":0.00003251125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003727505,"about_ca_topic_score_gemma":0.000001787577,"domain_scores_codex":[0.9990465,0.00006860306,0.000361548,0.0002362002,0.0001428945,0.0001442665],"domain_scores_gemma":[0.9990253,0.0006210579,0.0001679643,0.00009426832,0.00002809556,0.00006326452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001785892,0.000168501,0.9972207,0.0001475239,0.0001604873,0.00007712646,0.0002197444,0.00001734854,0.00004048319,0.0004031681,0.000121618,0.001244701],"study_design_scores_gemma":[0.0007290216,0.000242435,0.9920906,0.0001907868,0.00007463341,0.002557802,0.003089282,0.0004412296,0.00002530964,0.0003968149,0.0000480462,0.0001140481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978348,0.0002852716,0.0000935483,0.00005430354,0.0003424674,0.0002932134,0.000142449,0.00001518823,0.0009387542],"genre_scores_gemma":[0.9995675,0.00002591562,0.00009033254,0.000008121521,0.000008131453,0.00003790706,0.0001019699,0.000009083315,0.000151045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005130118,"threshold_uncertainty_score":0.473897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199532418439242,"score_gpt":0.2683481684240215,"score_spread":0.2363528442396291,"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."}}