{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003036313,0.0002060811,0.0001770234,0.0007680836,0.0003498303,0.00041592,0.0001711986,0.0003193427,0.00182936],"category_scores_gemma":[0.002006212,0.0001774158,0.0002161519,0.00084665,0.0002811921,0.0004477358,0.0003676249,0.0004804886,0.0001461824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651633,"about_ca_system_score_gemma":0.0005248089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885247,"about_ca_topic_score_gemma":0.002398415,"domain_scores_codex":[0.9997296,0.00005938789,0.00004641483,0.00003326968,0.0000659782,0.00006534145],"domain_scores_gemma":[0.9981996,0.0002968149,0.001133303,0.00003453279,0.00008558285,0.0002501309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000392554,0.00001237568,0.9985215,0.000005893032,0.000004825267,0.0003347191,0.00001892914,0.00003026207,0.00007809497,0.000006611915,0.00003008883,0.0009174283],"study_design_scores_gemma":[0.00000416634,0.0001059881,0.9912579,0.00002746796,0.00001021019,0.007342983,0.00059192,0.000359163,0.0001331915,0.00004240355,0.0001210565,0.000003668964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992391,0.0003712168,0.00005913782,0.00006005146,0.000003185034,0.000004036595,0.00003252582,0.000001839554,0.0002287684],"genre_scores_gemma":[0.9996787,0.0001712743,0.00005399427,0.00001284918,0.000009331693,0.000001895398,0.00004114317,5.131363e-7,0.00003041784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001885247,"threshold_uncertainty_score":0.006119788,"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."}}