{"id":"W2915526875","doi":"10.1097/01.dss.0000479796.34703.94","title":"Complications in the Cosmetic Dermatology Patient","year":2015,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Intense pulsed light; Sclerotherapy; Cosmetic Techniques; Liposuction; Dermabrasion; Ablative case; Surgery; Dermatology; Rejuvenation","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":[0.0003770016,0.0004579751,0.000720182,0.001726803,0.0004782631,0.001090989,0.0003876586,0.0009625285,0.003833452],"category_scores_gemma":[0.001537543,0.0001282314,0.0005077749,0.002127609,0.0003880358,0.000873037,0.000476428,0.0008454484,0.0006562656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329609,"about_ca_system_score_gemma":0.0009573519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006297748,"about_ca_topic_score_gemma":0.0009894011,"domain_scores_codex":[0.9996123,0.00009759822,0.0000803119,0.00004811268,0.0001237123,0.00003799647],"domain_scores_gemma":[0.9992542,0.0003490283,0.0002480131,0.00001855736,0.00008741978,0.00004280631],"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":[0.0001818128,0.0001423402,0.01427967,0.04280847,0.0002583594,0.03044522,0.0006121726,0.0003005297,0.001565987,0.002493845,0.03847848,0.8684331],"study_design_scores_gemma":[0.00006826524,0.0002077833,0.02767679,0.04562388,0.0008466374,0.3980002,0.002676804,0.0002329928,0.002089828,0.003591354,0.5189069,0.00007852007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004055619,0.9895217,0.000243574,0.0008482185,0.0002929645,0.00001688695,0.00006934892,0.00001698776,0.004934692],"genre_scores_gemma":[0.05530667,0.9404163,0.0006778306,0.001498631,0.0006262572,0.0000200199,0.0001374124,0.00000550863,0.001311347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003833452,"threshold_uncertainty_score":0.01282412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2452028442420618,"score_gpt":0.4259106463972093,"score_spread":0.1807078021551475,"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."}}