{"id":"W2917280869","doi":"10.1093/asj/sjz053","title":"Update on Avoiding and Treating Blindness From Fillers: A Recent Review of the World Literature","year":2019,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":275,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Glabella; Filler (materials); Complication; Ptosis; Blindness; Nasolabial fold; Surgery; Forehead; Optometry","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":[0.001283239,0.0008276362,0.001326363,0.006100392,0.0005320231,0.001290374,0.001241084,0.001320902,0.003984466],"category_scores_gemma":[0.004804134,0.0003932459,0.001203856,0.004764997,0.0007412896,0.002723036,0.0007236638,0.001390525,0.0007898633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007358729,"about_ca_system_score_gemma":0.002477003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998072,"about_ca_topic_score_gemma":0.003783216,"domain_scores_codex":[0.9991879,0.0001233387,0.0003097644,0.0001053565,0.0002298043,0.00004382283],"domain_scores_gemma":[0.995176,0.002754478,0.0009894377,0.00007725479,0.0008502085,0.0001526414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001490409,0.0001134461,0.002183937,0.1040511,0.0004322972,0.00148417,0.0002981066,0.0002844849,0.0007585693,0.001140508,0.04680237,0.842302],"study_design_scores_gemma":[0.00008047448,0.0003966559,0.0113078,0.09505109,0.004066744,0.03015628,0.001040814,0.0003470109,0.001040818,0.00242037,0.8539695,0.0001225022],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003187955,0.998165,0.00009585224,0.00053775,0.0003490303,0.00000643957,0.00003087665,0.000008046308,0.0004883322],"genre_scores_gemma":[0.001885441,0.9962425,0.0003691101,0.0006530723,0.0006621507,0.00000788017,0.00005695407,0.000002568795,0.000120317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006100392,"threshold_uncertainty_score":0.01332945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07812135124564785,"score_gpt":0.3594138812647256,"score_spread":0.2812925300190778,"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."}}