{"id":"W2417068935","doi":"10.1097/dss.0000000000000486","title":"Avoiding and Treating Blindness From Fillers","year":2015,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":503,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SKiN Health","funders":"","keywords":"Glabella; Medicine; Filler (materials); Blindness; Complication; Forehead; Surgery; Dermatology; 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":[0.0004688777,0.0005718534,0.0006847124,0.002837145,0.0003393977,0.0006544692,0.00056434,0.0009495246,0.001848551],"category_scores_gemma":[0.001172263,0.00012875,0.0005042134,0.001082448,0.0004880129,0.0008996796,0.0003878322,0.0007155979,0.0005539479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804221,"about_ca_system_score_gemma":0.0009405804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009069208,"about_ca_topic_score_gemma":0.001281942,"domain_scores_codex":[0.999621,0.00007764961,0.00007001423,0.00004487547,0.0001534192,0.00003295696],"domain_scores_gemma":[0.9994465,0.0002477478,0.0001670033,0.00001392312,0.00009752406,0.00002729495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006531272,0.0001293772,0.00185869,0.03920095,0.0001501106,0.001823111,0.0001629565,0.0002356647,0.002454098,0.001484172,0.01668994,0.9357455],"study_design_scores_gemma":[0.00006409967,0.0004334943,0.01756565,0.0541489,0.0008166958,0.07742907,0.001090775,0.0004270381,0.005633659,0.005297825,0.8370067,0.00008594614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000745344,0.9977041,0.0001476241,0.0002934129,0.0001203792,0.000005181993,0.000008073471,0.000008951051,0.0009669796],"genre_scores_gemma":[0.00655847,0.9921221,0.0004384751,0.0002435475,0.0002626144,0.000007238786,0.00001707454,0.000001918989,0.0003486396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002837145,"threshold_uncertainty_score":0.006183982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.20906213230449,"score_gpt":0.3941228023724606,"score_spread":0.1850606700679705,"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."}}