{"id":"W3102506257","doi":"10.1093/asj/sjaa310","title":"A Multicenter Evaluation of Paradoxical Adipose Hyperplasia Following Cryolipolysis for Fat Reduction and Body Contouring: A Review of 8658 Cycles in 2114 Patients","year":2020,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Body contouring; Incidence (geometry); Adipose tissue; Hyperplasia; Adverse effect; Multicenter study; Surgery; Internal medicine; Obesity; Randomized controlled trial; Weight loss","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002870323,0.0004957237,0.001874679,0.004001498,0.0002728699,0.0008590311,0.0009279237,0.0006340535,0.001623431],"category_scores_gemma":[0.006325216,0.0002698854,0.001477287,0.005294138,0.0004135609,0.0009009341,0.0004085557,0.0004424076,0.0002333415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007021868,"about_ca_system_score_gemma":0.00224554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896918,"about_ca_topic_score_gemma":0.003321226,"domain_scores_codex":[0.9983231,0.0003500737,0.0006375501,0.0002096091,0.0004287565,0.00005081604],"domain_scores_gemma":[0.9945529,0.003064693,0.0015474,0.00009486125,0.0006616969,0.00007840407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005701793,0.0001046628,0.01263007,0.2068162,0.002845855,0.001186156,0.0003715638,0.0002482657,0.0009333068,0.0004172692,0.007209148,0.7666674],"study_design_scores_gemma":[0.0004745872,0.003091174,0.1725501,0.3529509,0.04019483,0.04331235,0.002013971,0.0005589162,0.003566932,0.0008957245,0.3801957,0.0001948369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001569741,0.9980145,0.00004182365,0.00005916954,0.00003226126,0.00001652521,0.00006141449,0.000001956355,0.0002025453],"genre_scores_gemma":[0.01197204,0.987445,0.0001701391,0.0001548807,0.00005817219,0.00002516425,0.0001050312,0.000002266796,0.00006732428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004001498,"threshold_uncertainty_score":0.01517987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06320151043807624,"score_gpt":0.3540141273154412,"score_spread":0.290812616877365,"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."}}