{"id":"W2313857928","doi":"10.3109/14764172.2016.1157374","title":"Quantification of adipose volume reduction with a prospective study analyzing the application of external radiofrequency energy and high voltage ultrashort pulse duration electrical fields","year":2016,"lang":"en","type":"article","venue":"Journal of Cosmetic and Laser Therapy","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Ultrasound; Nuclear medicine; Circumference; Surgery; Biomedical engineering; Radiology; Mathematics","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":[0.000493103,0.00007773394,0.0002577608,0.0001146769,0.00004437526,0.000009807792,0.00003826899,0.00004035409,0.000007153221],"category_scores_gemma":[0.00003441338,0.00003806617,0.00004164655,0.0001479862,0.00008086734,0.0001036188,0.000002445105,0.00008258801,4.466705e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000241068,"about_ca_system_score_gemma":0.00006159853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007616607,"about_ca_topic_score_gemma":0.000004724137,"domain_scores_codex":[0.9991593,0.00007831903,0.0003859634,0.0001064777,0.0001984645,0.00007152292],"domain_scores_gemma":[0.9990408,0.0000937283,0.0004039211,0.0001255075,0.0002903182,0.00004565555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002570663,0.0004790245,0.3037898,0.00001445697,0.0002622054,0.00000640596,0.0005110074,0.000006751303,0.3840472,0.0004248118,0.0000356889,0.3078519],"study_design_scores_gemma":[0.003643018,0.004305221,0.8768626,0.000183356,0.0003321496,0.0002628855,0.0002570714,0.0003836196,0.1125413,0.0009882613,0.0001318139,0.0001087144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080544,0.001380669,0.08997451,0.0003582877,0.0000303079,0.0001856713,7.495865e-7,0.000003348883,0.00001202416],"genre_scores_gemma":[0.9981261,0.001432978,0.0001496489,0.00001539017,0.0001536003,0.00000929616,5.697532e-7,0.000007062318,0.0001053096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5730727,"threshold_uncertainty_score":0.1552293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009282107174439455,"score_gpt":0.2420616753888946,"score_spread":0.2327795682144552,"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."}}