{"id":"W2590907965","doi":"10.1097/prs.0000000000003067","title":"The Role of Bacterial Biofilm in Adverse Soft-Tissue Filler Reactions: A Combined Laboratory and Clinical Study","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Valeant Pharmaceuticals International","keywords":"Biofilm; Staphylococcus epidermidis; Medicine; Microbiology; Bacteria; Filler (materials); Contamination; Propionibacterium; Pseudomonas aeruginosa; Bacterial growth; Propionibacterium acnes; In vitro; Staphylococcus aureus; Chemistry; Biology; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004712213,0.0008086159,0.00112345,0.001976435,0.0004374098,0.00102402,0.0005512722,0.001206393,0.001131445],"category_scores_gemma":[0.003564524,0.0003567286,0.0006471333,0.0008393427,0.001135924,0.001116606,0.0008283179,0.0006249016,0.0003846443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975698,"about_ca_system_score_gemma":0.0004928812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001935654,"about_ca_topic_score_gemma":0.0002458245,"domain_scores_codex":[0.9968467,0.001456974,0.000297087,0.0003761281,0.0008714661,0.0001515265],"domain_scores_gemma":[0.9948722,0.00190319,0.001336491,0.0002972704,0.001081182,0.0005097908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007279438,0.00559752,0.7847667,0.00195073,0.0006782977,0.006758655,0.001147061,0.0002711114,0.1168231,0.0001610273,0.0003114317,0.07425486],"study_design_scores_gemma":[0.0006355364,0.06687413,0.8420579,0.0005017013,0.001054519,0.04806367,0.002172076,0.002650189,0.03266953,0.0002801316,0.002920801,0.0001199006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845642,0.01272574,0.001201081,0.00009347944,0.00003193035,0.0001654297,0.00004379689,0.00001975885,0.001154559],"genre_scores_gemma":[0.9949856,0.00247642,0.00184605,0.0001868172,0.0001283326,0.000113903,0.00009159541,0.000004589034,0.0001667565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004712213,"threshold_uncertainty_score":0.02492082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248425944267857,"score_gpt":0.3115562911498284,"score_spread":0.2890720317071498,"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."}}