{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714956,0.0001202877,0.0007626585,0.0004122391,0.00005812041,0.00000389445,0.0000223151,0.0000855651,0.0001675598],"category_scores_gemma":[0.0004370422,0.00009808302,0.0005340692,0.0009085871,0.00004096028,0.00004517129,0.0000110611,0.00003752102,0.000002538644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213157,"about_ca_system_score_gemma":0.0001407559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004985171,"about_ca_topic_score_gemma":0.00001485041,"domain_scores_codex":[0.9988831,0.00009229015,0.0004647737,0.0002318626,0.000196044,0.0001319855],"domain_scores_gemma":[0.9986354,0.0004748613,0.0002948006,0.0002247308,0.0003243801,0.00004580574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004578741,0.001629922,0.9769588,0.0000899625,0.005719414,0.0001529378,0.0005624185,0.00002482703,0.00112821,0.002042622,0.0004504382,0.01078258],"study_design_scores_gemma":[0.003198951,0.0002281738,0.839654,0.0001224795,0.003208822,0.0002133651,0.0006790539,0.001530643,0.1489906,0.0007444166,0.001285545,0.0001440056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993001,0.0002781954,0.001229127,0.001419989,0.0001575436,0.0004675939,0.00004145595,0.0000439192,0.003361113],"genre_scores_gemma":[0.9983494,0.0001629009,0.000355527,0.0001834242,0.00001117302,0.00009553293,0.0003140574,0.000008037296,0.0005199448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478624,"threshold_uncertainty_score":0.3999709,"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."}}