{"id":"W4415750095","doi":"10.1093/asjof/ojaf142","title":"Incidence of Paradoxical Adipose Hyperplasia After Cryolipolysis: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Incidence (geometry); Adipose tissue; Hyperplasia; Complication; Risk factor; Adverse effect; Obesity","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.005572271,0.0008442643,0.02510594,0.001289567,0.0001488499,0.000221053,0.0006389482,0.00035275,0.0005036294],"category_scores_gemma":[0.000856014,0.0004868775,0.01053746,0.001819103,0.0001538879,0.0002323188,0.0003891241,0.0009052913,0.00003199846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009617508,"about_ca_system_score_gemma":0.001415505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003553396,"about_ca_topic_score_gemma":0.000007420703,"domain_scores_codex":[0.9924068,0.001640359,0.00392668,0.0006449064,0.0007693614,0.0006118469],"domain_scores_gemma":[0.9933383,0.002061307,0.00235623,0.001373468,0.0003499417,0.0005207685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005162814,0.0002216353,0.0001283318,0.7414042,0.2054109,0.001578297,0.00002090727,1.783241e-7,9.655042e-9,0.0000315764,0.01583981,0.0353125],"study_design_scores_gemma":[0.00006712355,0.00002815724,0.000002148585,0.238349,0.673806,0.01260682,0.000009863945,8.903464e-7,1.171941e-7,0.0000196261,0.07480909,0.0003011391],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006419827,0.9915208,0.00002125483,0.006051281,0.0001136429,0.002060284,0.00003673619,0.00001635405,0.0001732787],"genre_scores_gemma":[0.0003080206,0.9931358,0.0001179791,0.003014331,0.00001527884,0.0006368034,0.00002003406,0.00005769198,0.002694041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5030553,"threshold_uncertainty_score":0.9997583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05821635868155836,"score_gpt":0.3547059369850721,"score_spread":0.2964895783035137,"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."}}