{"id":"W1979001663","doi":"10.1097/prs.0000000000000754","title":"Blindness Caused by Cosmetic Filler Injection","year":2014,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Filler (materials); Blindness; Dermatology; Cosmetic Techniques; Medicine; Optometry; Materials science; Composite material","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007677614,0.0006946817,0.003733797,0.001244795,0.0001314797,0.00005521986,0.0001110064,0.0007663789,0.001058509],"category_scores_gemma":[0.005011482,0.0005849248,0.001130359,0.0008284497,0.0002975025,0.0001120069,0.00004756415,0.0008314097,0.0003105593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034416,"about_ca_system_score_gemma":0.001008969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001902526,"about_ca_topic_score_gemma":0.000003882896,"domain_scores_codex":[0.9964882,0.0004285696,0.001329868,0.0007586491,0.0004936588,0.0005010125],"domain_scores_gemma":[0.9903129,0.00785366,0.0007628848,0.000437375,0.0003137014,0.0003195214],"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":[0.00002901212,0.00008719843,0.0003103772,0.003871135,0.0003178439,0.00003031004,0.00001048408,7.56966e-8,0.000002136077,0.00004652302,0.05256169,0.9427332],"study_design_scores_gemma":[0.0001685638,0.00007650812,0.00004086773,0.01135023,0.0006798153,0.0005447411,0.00001587541,0.00001355019,0.0000205691,0.0000527531,0.986488,0.0005484527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003124059,0.9849527,0.002416445,0.00005333337,0.005675836,0.001262105,0.0003046595,0.0005583598,0.004464152],"genre_scores_gemma":[0.0002761603,0.9967297,0.0001239788,0.0001751707,0.0002103674,0.000314631,0.0008745495,0.0001362771,0.001159134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9421847,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527185377722525,"score_gpt":0.3189235088944545,"score_spread":0.2736516551172293,"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."}}