{"id":"W4283743958","doi":"10.1111/jocd.15195","title":"<scp>Endo‐Radiofrequency</scp> subcision for acne scars treatment: A case series study","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Medicine; Acne; Acne scars; Scars; Patient satisfaction; Dermatology; Dermis; Psychosocial; Surgery; Pathology","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":[0.0002223476,0.0007285085,0.0006204454,0.0008249179,0.001413786,0.0008477228,0.0005213373,0.001783468,0.002987181],"category_scores_gemma":[0.001180743,0.0003745154,0.0007614937,0.0006394266,0.0008289487,0.0008632327,0.0005068451,0.001235593,0.0007049033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475334,"about_ca_system_score_gemma":0.0005605272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006910731,"about_ca_topic_score_gemma":0.001399712,"domain_scores_codex":[0.9995584,0.00006649519,0.00005320346,0.00008934128,0.00009866532,0.00013387],"domain_scores_gemma":[0.9992837,0.0001660902,0.0002181059,0.00008233549,0.0000499419,0.0001998724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007547282,0.0002263748,0.0153099,0.000107143,0.00003077888,0.975803,0.000367646,0.00007361834,0.002031227,0.0001879012,0.0004989619,0.005288178],"study_design_scores_gemma":[0.000008348842,0.00009091032,0.00458424,0.00001117839,0.00001086636,0.994034,0.0001421546,0.00009308023,0.0003487381,0.00003760856,0.0006337173,0.000005106695],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826522,0.00758225,0.002778983,0.0007377791,0.0001692361,0.0001592934,0.00007717206,0.000065409,0.00577759],"genre_scores_gemma":[0.9960499,0.001488852,0.0006973558,0.0003070391,0.0001911762,0.00002600046,0.00003927148,0.000009757235,0.001190542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002987181,"threshold_uncertainty_score":0.009993076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382217264480445,"score_gpt":0.3520871045594304,"score_spread":0.308264931914626,"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."}}