{"id":"W2768584471","doi":"10.1097/dss.0000000000001404","title":"Preventive, Cumulative Effects of Botulinum Toxin Type A in Facial Aesthetics","year":2017,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wrinkle; Botulinum toxin; Medicine; Extracellular matrix; Fibroblast; Reduction (mathematics); Skin Aging; Dermatology; Pathology; Surgery; Chemistry; In vitro; Biology; Cell biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000828209,0.0002714094,0.0003380047,0.0006896819,0.0002152809,0.0003117369,0.0003797552,0.000413157,0.002712538],"category_scores_gemma":[0.0009950727,0.00008034189,0.0004882084,0.0003638954,0.0002814174,0.0002911535,0.0002483065,0.0003211994,0.0002119581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702331,"about_ca_system_score_gemma":0.0005426663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006136225,"about_ca_topic_score_gemma":0.001997174,"domain_scores_codex":[0.999751,0.00006842068,0.00003354876,0.00003036404,0.00009037468,0.0000263904],"domain_scores_gemma":[0.9993954,0.0003229726,0.0001545839,0.00002270683,0.00007660992,0.00002766423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001646036,0.0006479194,0.0103199,0.01250147,0.0006053862,0.002101811,0.0002622701,0.0004666299,0.04818453,0.001515705,0.002220963,0.9195274],"study_design_scores_gemma":[0.001548964,0.03173227,0.4726624,0.02164626,0.01101953,0.06739413,0.002231209,0.002534633,0.1002783,0.010393,0.2783727,0.0001865647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2636763,0.7247055,0.00154434,0.001251528,0.0005391685,0.00007813285,0.0001136016,0.00005172626,0.008039859],"genre_scores_gemma":[0.7919395,0.2016781,0.002987929,0.0006052145,0.0006746307,0.00005091647,0.00007847998,0.00001087422,0.001974329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002712538,"threshold_uncertainty_score":0.00907439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882286762809789,"score_gpt":0.2949750745071157,"score_spread":0.2661522068790179,"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."}}