{"id":"W2508317062","doi":"10.1097/dss.0000000000000869","title":"Consensus Recommendations for Combined Aesthetic Interventions Using Botulinum Toxin, Fillers, and Microfocused Ultrasound in the Neck, Décolletage, Hands, and Other Areas of the Body","year":2016,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park; University of British Columbia","funders":"","keywords":"Medicine; Buttocks; Rejuvenation; Botulinum toxin; Surgery","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":[0.0005994366,0.0001139726,0.0003294295,0.0001496425,0.0001275336,0.00001465181,0.00005961384,0.00008706083,0.00004542958],"category_scores_gemma":[0.001056417,0.00005759805,0.0001754439,0.0001844133,0.0002470686,0.00002915718,0.00002400885,0.00007278607,5.169476e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070567,"about_ca_system_score_gemma":0.00006344731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000305944,"about_ca_topic_score_gemma":0.00002633445,"domain_scores_codex":[0.9989344,0.0002263589,0.000436889,0.0001510299,0.0000904451,0.0001608301],"domain_scores_gemma":[0.9972589,0.002252247,0.0001767218,0.0002050619,0.00006995755,0.00003710227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002618108,0.0003630807,0.8147773,0.0001540175,0.00007656874,0.00001867876,0.0005301266,2.103963e-7,0.005395368,0.002352224,0.1702026,0.005868094],"study_design_scores_gemma":[0.01149414,0.0003788191,0.3859843,0.006312712,0.0004296063,0.004746601,0.003746268,0.0003199798,0.04401794,0.01274211,0.5287591,0.001068481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593911,0.0002964961,0.0002900302,0.03901615,0.0001114242,0.0006122411,0.00005334657,0.00003178005,0.0001974578],"genre_scores_gemma":[0.9960429,0.000122528,0.000355105,0.003249689,0.000004203806,0.00005566321,0.000008693819,0.00001067745,0.0001505123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428793,"threshold_uncertainty_score":0.234878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0760054151803755,"score_gpt":0.3251980010609608,"score_spread":0.2491925858805853,"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."}}