{"id":"W2131297039","doi":"10.1097/dss.0000000000000229","title":"Cryolipolysis and Skin Tightening","year":2014,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dermatology; Cosmetic Techniques; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007879242,0.000144349,0.0001704744,0.0004284261,0.0002546789,0.0004373399,0.0001077671,0.0003188237,0.003250277],"category_scores_gemma":[0.00275443,0.0000670127,0.000204899,0.0003781365,0.0003285545,0.0001960626,0.0002301786,0.000467181,0.0001854746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010126,"about_ca_system_score_gemma":0.0001882896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009546143,"about_ca_topic_score_gemma":0.001290463,"domain_scores_codex":[0.9994825,0.0002064137,0.00004388398,0.00005235272,0.0001508157,0.00006395241],"domain_scores_gemma":[0.9966958,0.001199843,0.001640886,0.00007836556,0.0002255585,0.0001597335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004334316,0.0008837822,0.5737526,0.003083434,0.0005372562,0.01167044,0.001024525,0.0007622177,0.03807907,0.0009917194,0.004006444,0.3608742],"study_design_scores_gemma":[0.00007958322,0.002422387,0.9333399,0.0006121811,0.0002459006,0.0423075,0.0005294034,0.0003898611,0.008070983,0.0003438079,0.01163823,0.00002026729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883536,0.09893103,0.00114499,0.001123209,0.0001021698,0.00008680611,0.0001143466,0.00003520292,0.01492628],"genre_scores_gemma":[0.9893338,0.008877079,0.0004249485,0.0003000217,0.00007338388,0.00001309725,0.00004518187,0.00000336743,0.000929116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003250277,"threshold_uncertainty_score":0.01087326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352623899734008,"score_gpt":0.2198162071908219,"score_spread":0.2062899681934818,"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."}}