{"id":"W2846300956","doi":"10.1097/dss.0000000000001582","title":"Biochemistry, Physiology, and Tissue Interactions of Contemporary Biodegradable Injectable Dermal Fillers","year":2018,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Soft tissue; Biocompatible material; Medicine; Surgery; Biomedical 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":[0.0002978969,0.0004022847,0.002620941,0.0004889189,0.00008295984,0.00001151574,0.0001044475,0.0004978831,0.0002791357],"category_scores_gemma":[0.0005869107,0.0003088775,0.0004929252,0.0004181623,0.0004241638,0.00008714406,0.0001020694,0.0003301397,0.00003417892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005564096,"about_ca_system_score_gemma":0.0006979126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000427544,"about_ca_topic_score_gemma":8.937943e-7,"domain_scores_codex":[0.9979478,0.0001813165,0.0009726387,0.0004456489,0.0001631981,0.0002894647],"domain_scores_gemma":[0.997559,0.001123697,0.0005988896,0.0004110544,0.0001617499,0.0001456752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005483299,0.0002541814,0.0008287672,0.01976122,0.0004564745,0.0002275365,0.00002742709,1.04113e-8,0.0002195892,0.0000291912,0.6758814,0.3022593],"study_design_scores_gemma":[0.00007312537,0.0000224604,0.00001773,0.004925318,0.0001361401,0.001768471,0.00002593176,0.000004034272,0.00482625,0.00001933603,0.9879208,0.0002604617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008838095,0.9919462,0.00001705367,0.0002905815,0.0003897809,0.0004742768,0.00009580312,0.0001987806,0.005703675],"genre_scores_gemma":[0.007641647,0.989907,0.0002380648,0.0005258954,0.00004770799,0.0001139715,0.0006961737,0.00003925359,0.0007902972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3120393,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08955636766093904,"score_gpt":0.3556266612013515,"score_spread":0.2660702935404125,"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."}}