{"id":"W4200069821","doi":"10.1097/dss.0000000000003359","title":"Safety of VYC-12 as a Combination Treatment for Skin Rejuvenation: A Retrospective Analysis of 1577 Treatments","year":2021,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Skin Protection and Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Retrospective cohort study; MEDLINE; Complication; Clinical trial","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":[0.001316933,0.0001902825,0.001139894,0.0007822128,0.0003408424,0.0007270689,0.0002596992,0.0004053424,0.001385845],"category_scores_gemma":[0.002459698,0.0002743937,0.001554374,0.001993655,0.000422057,0.0004525153,0.0003105702,0.0005460026,0.0003014518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854031,"about_ca_system_score_gemma":0.0006361158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008669933,"about_ca_topic_score_gemma":0.0008938186,"domain_scores_codex":[0.9974993,0.0006107388,0.0005411759,0.0005028979,0.00067299,0.0001728607],"domain_scores_gemma":[0.9949328,0.001609686,0.002562018,0.0003661523,0.0003610922,0.0001683034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006878914,0.0001920698,0.9637085,0.0005220314,0.002229288,0.0005035978,0.0001168385,0.0002135991,0.001929031,0.0001091968,0.0003230964,0.02327392],"study_design_scores_gemma":[0.0004365446,0.002977849,0.9860007,0.000173746,0.002502665,0.002541479,0.0003489954,0.0003367985,0.001175159,0.00008457946,0.003394663,0.00002684462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873148,0.01064945,0.00032485,0.00002758856,0.00001184106,0.00006039836,0.0006925215,0.00000375109,0.0009146948],"genre_scores_gemma":[0.9964212,0.002030255,0.0001485388,0.00008366033,0.00002523993,0.00005386228,0.0009859208,0.00001051645,0.0002409002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001385845,"threshold_uncertainty_score":0.006964684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371533683985027,"score_gpt":0.3078455207844424,"score_spread":0.2706921523859397,"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."}}