{"id":"W1976617679","doi":"10.1111/j.1524-4725.2008.34242.x","title":"A Comparison of Commercially Available Polymethylmethacrylate-Based Soft Tissue Fillers","year":2008,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filler (materials); Materials science; Particle size; Soft tissue; Scanning electron microscope; Microsphere; Homogeneity (statistics); Particle (ecology); Composite material; Biomedical engineering; Surface roughness; Medicine; Surgery; Chemical engineering; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001132428,0.0003501209,0.0002838961,0.00155148,0.0002582996,0.0003677364,0.0002665384,0.0004179043,0.001660559],"category_scores_gemma":[0.002378872,0.0001630845,0.000498558,0.0006995738,0.0002775066,0.0005834725,0.0002752022,0.0003154571,0.0002843392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008044,"about_ca_system_score_gemma":0.0003269625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008730873,"about_ca_topic_score_gemma":0.001472976,"domain_scores_codex":[0.9987679,0.0002764659,0.0001863618,0.0001430134,0.000564842,0.00006158096],"domain_scores_gemma":[0.9981565,0.00091469,0.0002845843,0.00009500597,0.00044946,0.00009980668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01026668,0.001439684,0.02462731,0.00301024,0.0004381741,0.0005383749,0.0007603258,0.00116225,0.7612159,0.0009309819,0.0005843798,0.1950257],"study_design_scores_gemma":[0.0005043566,0.05700399,0.2982803,0.0005568144,0.001860703,0.004933582,0.001750971,0.004311718,0.5934972,0.001043101,0.03611711,0.0001401748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818076,0.01219095,0.001722064,0.00005352349,0.00006922227,0.0001301105,0.000375406,0.00003151517,0.00361977],"genre_scores_gemma":[0.9894889,0.002918488,0.006430751,0.00005345298,0.00003161625,0.00007954139,0.000446705,0.00002029266,0.0005302363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001660559,"threshold_uncertainty_score":0.005988955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175180567229685,"score_gpt":0.3539428183965626,"score_spread":0.2364247616735942,"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."}}