{"id":"W2182533088","doi":"10.1097/dss.0000000000000558","title":"Retro or PeriBulbar Injection Techniques to Reverse Visual Loss After Filler Injections","year":2015,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Occlusion; Vascular occlusion; Retinal Artery Occlusion; Cannula; Dilator; Surgery; Retina; Hyaluronidase; Retinal; Filler (materials); Ophthalmic artery; Ophthalmology; Radiology; Blood flow","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":[0.0006261245,0.0002349346,0.0005486413,0.0006725533,0.00009567603,0.00002795766,0.00006068048,0.0002879725,0.0006024391],"category_scores_gemma":[0.002395555,0.0001815051,0.0002042391,0.0008615521,0.00009281059,0.0001968616,0.00006781044,0.00025135,0.0002390198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179562,"about_ca_system_score_gemma":0.0003262773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008349001,"about_ca_topic_score_gemma":0.00002410537,"domain_scores_codex":[0.9982292,0.0001538508,0.000504353,0.0003535327,0.0003935948,0.0003654383],"domain_scores_gemma":[0.9985511,0.0002376191,0.00009746476,0.0003021155,0.000435436,0.0003762534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001202167,0.0002395607,0.1362607,0.00003537523,0.00004300782,0.001095312,0.0002875577,8.991029e-7,0.0002548352,0.00005689618,0.8506441,0.009879665],"study_design_scores_gemma":[0.0001986066,0.0002747727,0.0125671,0.0001579316,0.00003383145,0.002713594,0.0004699784,0.00004005063,0.0161957,0.0001354313,0.9668418,0.0003712061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962426,0.0001043835,0.002946514,0.02159074,0.001157956,0.0008831238,0.00002129133,0.002170512,0.008699485],"genre_scores_gemma":[0.9695785,0.0000626055,0.001819024,0.02580212,0.0000917993,0.0003760435,0.00004843039,0.00003433747,0.002187146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236936,"threshold_uncertainty_score":0.7401563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05271336661843477,"score_gpt":0.331730051742602,"score_spread":0.2790166851241672,"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."}}