{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001785531,0.0001765194,0.0006621227,0.0001355995,0.00009279808,0.000009409828,0.0001444697,0.000316453,0.00004713569],"category_scores_gemma":[0.001613504,0.0001308711,0.0002041117,0.0001495742,0.0003109292,0.000071279,0.00008397033,0.0003343657,0.00004608058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001356564,"about_ca_system_score_gemma":0.00007129075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435593,"about_ca_topic_score_gemma":0.000004360923,"domain_scores_codex":[0.9986777,0.0001536896,0.0004133769,0.0002651575,0.0001845723,0.0003055527],"domain_scores_gemma":[0.9985592,0.000606089,0.0002747037,0.0004083097,0.00006164535,0.00009007782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007243783,0.0009616855,0.9805675,0.0003942453,0.0001003368,0.002783229,0.0002832331,0.0000194301,0.001593824,0.0003230639,0.002410541,0.009838528],"study_design_scores_gemma":[0.001797083,0.0002425429,0.9818966,0.0003461653,0.00007727031,0.0001984509,0.0000482332,0.0003943852,0.01013612,0.002433612,0.002178424,0.0002510568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932646,0.0005497815,0.00001546588,0.001734158,0.0004889809,0.000370142,0.000001845375,0.00004658238,0.003528407],"genre_scores_gemma":[0.9983925,0.000611774,0.0000713294,0.0006912354,0.0000152892,0.00001229124,0.000007575778,0.00001343461,0.0001845696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009587471,"threshold_uncertainty_score":0.5336767,"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."}}