{"id":"W2162316681","doi":"10.1016/j.cps.2011.05.003","title":"Radio Frequency Energy for Non-invasive and Minimally Invasive Skin Tightening","year":2011,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pharma Medica Research (Canada)","funders":"","keywords":"Medicine; Invasive surgery; Minimally invasive procedures; Surgery; Medical physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000355914,0.0007870192,0.001133521,0.002379348,0.0002179171,0.0006422263,0.0006722359,0.0008247175,0.006864005],"category_scores_gemma":[0.000670448,0.0002432036,0.0004678578,0.001798406,0.0004819894,0.001012776,0.0005133594,0.001035335,0.002354881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784089,"about_ca_system_score_gemma":0.0004287262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005349222,"about_ca_topic_score_gemma":0.001281638,"domain_scores_codex":[0.9998268,0.00002827314,0.00002912693,0.00003638669,0.00006436346,0.00001508225],"domain_scores_gemma":[0.9996754,0.0001940708,0.00006352547,0.00001028742,0.00004351675,0.00001330382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005321394,0.00007063059,0.0001449106,0.01120123,0.00005996714,0.0002152722,0.00003221659,0.0001500096,0.002263082,0.0007208396,0.009184553,0.9759041],"study_design_scores_gemma":[0.00004601813,0.0003090974,0.003008622,0.006571142,0.0003454877,0.007135762,0.0001332861,0.0001658381,0.003137728,0.001238475,0.9778667,0.00004192688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003260987,0.9974003,0.0002812927,0.0001011136,0.0001736088,0.000006020567,0.00001350669,0.000006347734,0.00169165],"genre_scores_gemma":[0.002094841,0.9950151,0.0003608011,0.00019346,0.0002892456,0.000009137133,0.00002640833,0.000003249449,0.002007809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006864005,"threshold_uncertainty_score":0.02296239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07420600534989279,"score_gpt":0.3180357095942422,"score_spread":0.2438297042443494,"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."}}