{"id":"W2407346990","doi":"10.1097/prs.0000000000001760","title":"Understanding, Avoiding, and Managing Severe Filler Complications","year":2015,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"D2L (Canada)","funders":"","keywords":"Adverse effect; Filler (materials); Medicine; Intensive care medicine; Vascular occlusion; Surgery; Internal medicine; Engineering","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":[0.0007411668,0.000474547,0.002122561,0.0009880618,0.0002184097,0.00006386577,0.00007907427,0.0003451883,0.0002517906],"category_scores_gemma":[0.001956078,0.0004142345,0.0004439935,0.0004707626,0.000336642,0.0001264561,0.00008283367,0.0006920439,0.00007008655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667126,"about_ca_system_score_gemma":0.0008394398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009040055,"about_ca_topic_score_gemma":0.000003857859,"domain_scores_codex":[0.9977233,0.0002286408,0.0007714824,0.0005828605,0.0003356059,0.0003580771],"domain_scores_gemma":[0.9937305,0.004965038,0.0004442601,0.0003233798,0.000192929,0.0003438282],"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":[0.00001900551,0.00003993572,0.0009382321,0.003809652,0.0003923197,0.00005525967,0.00005615492,1.120047e-7,1.762616e-7,0.003905325,0.04515466,0.9456292],"study_design_scores_gemma":[0.0001191366,0.0000196872,0.00006170685,0.01193264,0.0004821229,0.001650917,0.0001882105,0.0000260312,3.523019e-7,0.001951357,0.9831344,0.0004334323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000243165,0.9570297,0.003933338,0.0001768547,0.001148066,0.0008652671,0.0001941167,0.0003500422,0.03627829],"genre_scores_gemma":[0.0003164978,0.9980305,0.0004871025,0.0001177807,0.00007130993,0.0001169441,0.0002828519,0.00007672247,0.0005002716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9451957,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2230594291883468,"score_gpt":0.3498011733351615,"score_spread":0.1267417441468147,"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."}}