{"id":"W4200047761","doi":"10.1097/icb.0000000000001217","title":"EXTENSIVE ORBITAL AND PARAPHARYNGEAL EMPHYSEMA REQUIRING URGENT CANTHOTOMY AND CANTHOLYSIS AFTER PARS PLANA VITRECTOMY","year":2021,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Pars plana; Vitrectomy; Surgery; Ophthalmology; Orbit (dynamics); Visual acuity","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"],"consensus_categories":[],"category_scores_codex":[0.000215081,0.000288532,0.0005672003,0.0001141938,0.0001354941,0.00008175807,0.00002222893,0.00009117593,0.0002504636],"category_scores_gemma":[0.0003434368,0.0002615579,0.0001374569,0.0002051188,0.0001765073,0.0001131309,0.0001208492,0.0002107975,0.000002148651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258052,"about_ca_system_score_gemma":0.0001446955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136136,"about_ca_topic_score_gemma":0.0002236075,"domain_scores_codex":[0.9979194,0.0000588109,0.0004971791,0.000720941,0.0004073644,0.0003962665],"domain_scores_gemma":[0.9986984,0.00009324621,0.0001848831,0.0003905312,0.0001747421,0.0004581566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0008016044,0.000144519,0.2362328,0.0004407545,0.0003219846,0.7430471,0.0005478215,0.000002494673,0.003286378,0.00004437508,0.001835628,0.01329449],"study_design_scores_gemma":[0.0009775184,0.0004276459,0.747905,0.0005851625,0.001183817,0.1700184,0.0009936687,0.0000472512,0.007661669,0.0001153398,0.06947045,0.0006140186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909165,0.005634931,0.00004666163,0.0007740979,0.0002042902,0.0003682984,0.00001990027,0.00005732971,0.001977994],"genre_scores_gemma":[0.9973637,0.0003424141,0.0004351373,0.000926075,0.0002000787,0.00005244871,0.00007050786,0.00003197051,0.0005776156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5730287,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551245286731867,"score_gpt":0.2698771557041678,"score_spread":0.2543647028368491,"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."}}