{"id":"W68266122","doi":"10.1016/j.fsc.2012.11.006","title":"Periorbital Rejuvenation","year":2013,"lang":"en","type":"article","venue":"Facial Plastic Surgery Clinics of North America","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rejuvenation; Sclerotherapy; Safety profile; Surgery; Intensive care medicine; Adverse effect","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":[0.00008171298,0.0001259352,0.0004897701,0.00016017,0.00005896906,0.00001392319,0.00006179334,0.00006598163,0.0007230022],"category_scores_gemma":[0.002407339,0.00009249513,0.0001985219,0.0002728379,0.0002260448,0.00009126489,0.00003769822,0.0001542617,0.0005996428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002284948,"about_ca_system_score_gemma":0.0002233016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009202585,"about_ca_topic_score_gemma":0.000004978771,"domain_scores_codex":[0.9986154,0.00004023835,0.0005043434,0.0002063741,0.0003657503,0.000267915],"domain_scores_gemma":[0.9971355,0.002079381,0.0001843156,0.0001945847,0.0002274866,0.0001786877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009962193,0.0003175949,0.7959532,0.00004156183,0.00007967474,0.00005886971,0.0000383581,0.00001136705,0.00001938569,0.000002011619,0.007499338,0.195879],"study_design_scores_gemma":[0.0003554337,0.0002346521,0.9738189,0.0000383193,0.00003613243,0.00002197534,0.0000624001,0.0004603289,0.00001513666,0.00001420063,0.02484349,0.0000990417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997243,0.00007690713,0.0001353169,0.0003714687,0.000645915,0.0002357414,0.00003256417,0.00004168602,0.001217388],"genre_scores_gemma":[0.9987878,0.0001931342,0.0002682702,0.0001649323,0.00007842312,0.00002856622,0.0001378093,0.00001282015,0.0003283028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1957799,"threshold_uncertainty_score":0.7916368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160630778623594,"score_gpt":0.306169583752159,"score_spread":0.2745632759659231,"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."}}