{"id":"W4304117984","doi":"","title":"Concomitant Therapy of Oral Isotretinoin with Multiplex Pulsed Dye Laser and Nd: YAG Laser for Acne.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cosmetic and Laser Surgery","funders":"","keywords":"Medicine; Isotretinoin; Concomitant; Acne; Erythema; Dermatology; Outpatient clinic; Patient satisfaction; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005420863,0.0001874366,0.0003534551,0.0003542423,0.0004802391,0.0004059074,0.0002408653,0.0002911848,0.001541569],"category_scores_gemma":[0.001592502,0.0001424088,0.0004783415,0.0004483477,0.0002072608,0.0003544874,0.0002247001,0.0003661861,0.0001717711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009799368,"about_ca_system_score_gemma":0.001108377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003839024,"about_ca_topic_score_gemma":0.01565285,"domain_scores_codex":[0.9990828,0.0001662023,0.0001278924,0.000113177,0.0004226674,0.00008725472],"domain_scores_gemma":[0.9975225,0.0004402776,0.001603197,0.00004750313,0.0002083952,0.0001781158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002694224,0.0005800858,0.9121551,0.0007811027,0.0003768331,0.002794719,0.0002586662,0.00009675258,0.01575873,0.00004605907,0.0005125553,0.06394509],"study_design_scores_gemma":[0.0001574329,0.005016508,0.9621019,0.0002463828,0.0004885734,0.02290239,0.0004092642,0.0003388969,0.003801862,0.0000201052,0.00450256,0.00001416576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830535,0.01375153,0.0002316608,0.0001611484,0.00002118008,0.000106261,0.0001824273,0.00001481202,0.002477351],"genre_scores_gemma":[0.9972956,0.001745649,0.0004465022,0.00009832496,0.00002719147,0.00002447032,0.0000828408,0.000002816967,0.0002766007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003839024,"threshold_uncertainty_score":0.007633328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623135602648327,"score_gpt":0.2430878919729646,"score_spread":0.2168565359464813,"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."}}