{"id":"W2989674990","doi":"","title":"Skin Resurfacing Chemical Peels","year":2021,"lang":"en","type":"article","venue":"StatPearls","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dermabrasion; Dermis; Dermatology; Chemical agents; Acne; Scars; Acne scars; Medicine; Epidermis (zoology); Surgery; Pathology; Anatomy","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":[0.00005836905,0.00008197527,0.0001701741,0.00001675344,0.00004718726,0.00001539014,0.00001997194,0.00005109457,0.0002444987],"category_scores_gemma":[0.00004890364,0.00006085889,0.00007715147,0.00009844549,0.00002238623,0.00003368931,0.0000301173,0.00009574596,0.0001821964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002814683,"about_ca_system_score_gemma":0.00006831741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001920994,"about_ca_topic_score_gemma":0.000001137303,"domain_scores_codex":[0.9993702,0.00001809184,0.0001015207,0.0001772865,0.0001406564,0.0001922113],"domain_scores_gemma":[0.9996048,0.00003112681,0.00001731251,0.0001820589,0.00005243206,0.0001122494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006503265,0.001721923,0.04835143,0.0005887235,0.00102915,0.01116746,0.004955322,0.00002028458,0.5976872,0.001774862,0.1420108,0.1900425],"study_design_scores_gemma":[0.006751716,0.0003729247,0.07496804,0.0004028261,0.0003565373,0.0006933931,0.001068265,0.0001251721,0.7905155,0.0005129549,0.1237738,0.0004588692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748057,0.0005312781,0.00006835558,0.001012134,0.0001035169,0.00009136305,0.000008967391,0.00004732739,0.02333141],"genre_scores_gemma":[0.9860112,0.00005391437,0.001381816,0.0005307033,0.0001294632,0.0000040371,0.0000413277,0.00001365276,0.0118339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1928282,"threshold_uncertainty_score":0.267709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231743075614672,"score_gpt":0.286189773963688,"score_spread":0.2738723432075413,"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."}}