{"id":"W2338834445","doi":"10.1097/dss.0000000000000754","title":"Consensus Recommendations for Combined Aesthetic Interventions in the Face Using Botulinum Toxin, Fillers, and Energy-Based Devices","year":2016,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Victoria Park","funders":"","keywords":"Modalities; Psychological intervention; Medicine; Botulinum toxin; Medical physics; Surgery; Nursing","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":[0.0005653527,0.000119344,0.0003070903,0.0002482544,0.000113845,0.00001658223,0.00005492094,0.00009198523,0.00005258616],"category_scores_gemma":[0.0005228901,0.00007016607,0.0001921646,0.0001928479,0.0001123857,0.00004267441,0.00001486504,0.00005714809,0.000001908584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003550429,"about_ca_system_score_gemma":0.00008998849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002412972,"about_ca_topic_score_gemma":0.00003727119,"domain_scores_codex":[0.9989038,0.0002029563,0.0004222103,0.0001732652,0.0001013245,0.0001965084],"domain_scores_gemma":[0.9976117,0.001952429,0.0001323866,0.0001709532,0.00008048812,0.00005204181],"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":[0.0006358726,0.001123934,0.3224008,0.0003865998,0.0001148081,0.0003218121,0.0005982614,0.000008120389,0.001543144,0.01182412,0.4826556,0.1783869],"study_design_scores_gemma":[0.004845398,0.0002823855,0.03246414,0.003905006,0.0001920689,0.001600855,0.002848426,0.005427408,0.008689801,0.005886425,0.9328637,0.0009943998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6908925,0.000627576,0.02114583,0.2856992,0.0003310022,0.0005405337,0.0000683358,0.0002198226,0.0004752801],"genre_scores_gemma":[0.9895493,0.00007718438,0.001425634,0.008679479,0.000004796382,0.0001103092,0.00004811522,0.00001018979,0.00009500473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4502081,"threshold_uncertainty_score":0.2861289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167352595121817,"score_gpt":0.3439004398015956,"score_spread":0.2271651802894139,"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."}}