{"id":"W4224274878","doi":"10.1111/jocd.15013","title":"Incidence and treatment of delayed‐onset nodules after VYC filler injections to 2139 patients at a single Canadian clinic","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incidence (geometry); Medicine; Filler (materials); Surgery; Dermatology; Physics; Materials science; Optics; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002688215,0.000264413,0.0002722748,0.000853667,0.00116954,0.0006140466,0.0005562172,0.0004607253,0.002533765],"category_scores_gemma":[0.001450536,0.0003771085,0.0003502707,0.001145125,0.0004831847,0.0001989673,0.0003914181,0.0006011738,0.0002320757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004998396,"about_ca_system_score_gemma":0.004717064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.350532,"about_ca_topic_score_gemma":0.4132162,"domain_scores_codex":[0.9993802,0.00004584781,0.00003675911,0.00009951886,0.0002395452,0.0001980017],"domain_scores_gemma":[0.9986302,0.0001716618,0.0006159006,0.00003860297,0.0002013093,0.0003423119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009641941,0.00008273619,0.9900094,0.00003516406,0.00002393548,0.00211756,0.0003455935,0.0000690923,0.0009671614,0.00003186645,0.000407157,0.005813903],"study_design_scores_gemma":[0.00002550108,0.0002802262,0.9886232,0.00004969497,0.0000333889,0.008490848,0.0008201097,0.0003914158,0.0005136598,0.00001641835,0.000736881,0.0000186094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980825,0.0004340182,0.00007600016,0.0000722447,0.000004970761,0.00002529142,0.000226691,0.00001127172,0.001067057],"genre_scores_gemma":[0.9992141,0.0002885088,0.00009539504,0.00006368548,0.000006855891,0.000006501485,0.0001372962,0.000003631218,0.0001840149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.649468,"threshold_uncertainty_score":0.6969833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169407903299678,"score_gpt":0.2829823026885884,"score_spread":0.2660415123586206,"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."}}