{"id":"W3156242382","doi":"10.1093/asj/sjab176","title":"Response to: Shockwave Therapy for the Prevention of Paradoxical Adipose Hyperplasia After Cryolipolysis: Myth or Reality?","year":2021,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Adipose tissue; Hyperplasia; Surgery; Pathology; Internal medicine","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":[0.001364833,0.0007243849,0.001314683,0.0006512298,0.002408299,0.001976077,0.001425434,0.03738301,0.005296903],"category_scores_gemma":[0.01319993,0.0004426932,0.001264129,0.0005845011,0.001551222,0.002364182,0.0008199723,0.02336656,0.002837372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367056,"about_ca_system_score_gemma":0.001818729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311478,"about_ca_topic_score_gemma":0.003388046,"domain_scores_codex":[0.9987662,0.0003397905,0.0001990299,0.0001660868,0.0002954148,0.0002334925],"domain_scores_gemma":[0.9975139,0.00126272,0.0002491066,0.00007434862,0.0004187887,0.0004810713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005756503,0.0002860312,0.003601695,0.0003078885,0.00008552553,0.05946752,0.0005116847,0.0005005557,0.0008855168,0.005641559,0.9059404,0.02219587],"study_design_scores_gemma":[0.001139923,0.0008404457,0.0088058,0.001415564,0.0001783738,0.07625689,0.001970245,0.00429651,0.001123854,0.01713767,0.8865469,0.0002878982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001833444,0.001074858,0.0001605639,0.9796353,0.0143723,0.00002989548,0.00005458161,0.00002914391,0.002809857],"genre_scores_gemma":[0.02268072,0.001961406,0.0005911586,0.9041727,0.0615258,0.00008949725,0.00006048069,0.00003530884,0.008882809],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03738301,"threshold_uncertainty_score":0.0244298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05648580996931196,"score_gpt":0.3089288122596218,"score_spread":0.2524430022903098,"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."}}