{"id":"W2149020704","doi":"10.1016/j.fsc.2011.04.004","title":"Treatment of Acne Scarring","year":2011,"lang":"en","type":"article","venue":"Facial Plastic Surgery Clinics of North America","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Acne; Medicine; Dermatology; Acne scars; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005936206,0.0001580868,0.0008217238,0.0001847954,0.00003724275,0.000002227634,0.00006570025,0.00006241538,0.0002677458],"category_scores_gemma":[0.0007161025,0.0001091409,0.0003105278,0.0002626899,0.000304248,0.00003544778,0.0000297103,0.00006794104,0.00005207822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002768428,"about_ca_system_score_gemma":0.0002473726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001608123,"about_ca_topic_score_gemma":0.000009884846,"domain_scores_codex":[0.9985476,0.00004055557,0.0006363507,0.000215388,0.0002838948,0.000276249],"domain_scores_gemma":[0.9974847,0.001653459,0.0002800435,0.0002722779,0.000133842,0.0001756509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006165973,0.001149922,0.8078759,0.00005349204,0.0002396248,0.0001724096,0.0001912194,0.000004578383,0.00001484554,0.000002184251,0.000110694,0.1895685],"study_design_scores_gemma":[0.0008889821,0.001513488,0.9889816,0.00005807117,0.0001668862,0.00002784611,0.00009327751,0.00008702271,0.0004376299,0.000008344826,0.007627343,0.0001095324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972658,0.0001931499,0.00009026106,0.00002136132,0.0005091877,0.0001779096,0.0000779246,0.00002662283,0.001637846],"genre_scores_gemma":[0.9983039,0.0009200356,0.0005039524,0.00001713051,0.00005004642,0.00001337234,0.0000509532,0.00001376867,0.000126849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.189459,"threshold_uncertainty_score":0.4450636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09668873799833472,"score_gpt":0.3323983450017206,"score_spread":0.2357096070033859,"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."}}