{"id":"W4220995682","doi":"10.21518/2079-701x-2022-16-3-26-31","title":"The efficacy and safety study of the combined use of platelet-rich plasma and fractional radiofrequency ablation in the treatment of post-acne scars","year":2022,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Platelet-rich plasma; Scars; Medicine; Acne; Acne scars; Ablation; Prospective cohort study; Dermatology; Surgery; Platelet; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001470534,0.0001521118,0.0004270909,0.00005872078,0.0003203391,0.00001155273,0.0001932609,0.00008281446,0.0001154035],"category_scores_gemma":[0.001473184,0.00006414954,0.0000558407,0.0003730898,0.0006165786,0.0000505716,0.00008599989,0.0003277668,3.614738e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201755,"about_ca_system_score_gemma":0.0008865329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008063366,"about_ca_topic_score_gemma":0.0002646938,"domain_scores_codex":[0.9952987,0.0005213162,0.0005610991,0.0002197569,0.003190889,0.0002081829],"domain_scores_gemma":[0.9965477,0.002469621,0.0002126641,0.0003663562,0.0003077063,0.00009596724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02058745,0.05097617,0.5655993,0.0004432147,0.00324318,0.00104251,0.07708595,0.000338181,0.001656975,0.002121296,0.01137665,0.2655291],"study_design_scores_gemma":[0.02558166,0.009207767,0.9235491,0.00009388089,0.0002575123,0.0005843681,0.008772797,0.001074716,0.0002036938,0.0001012971,0.03044646,0.0001268059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919123,0.001118375,0.000001141447,0.005027458,0.0002989831,0.001345674,0.00005438979,0.000006672314,0.000234995],"genre_scores_gemma":[0.9980972,0.001431046,0.00001114449,0.0001153069,0.00003490775,0.00008024986,0.00001941542,0.000009452177,0.0002012332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3579497,"threshold_uncertainty_score":0.2615942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069335552889256,"score_gpt":0.2998849809148152,"score_spread":0.2391916253859227,"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."}}