{"id":"W4391018886","doi":"10.1097/asw.0000000000000089","title":"Acne Vulgaris: Clinical Aspects and Treatments","year":2024,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Acne; Medicine; Dermatology; Presentation (obstetrics); Epidemiology; Differential diagnosis; 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":[0.0002336025,0.0003782029,0.0004728898,0.000923068,0.0004902521,0.0009026973,0.0002988438,0.0008565644,0.004626195],"category_scores_gemma":[0.0006178716,0.0001141039,0.0003630517,0.0005740588,0.0003229198,0.0006524582,0.0003413063,0.001073412,0.001429357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507059,"about_ca_system_score_gemma":0.0004159239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006566357,"about_ca_topic_score_gemma":0.0009767816,"domain_scores_codex":[0.9997874,0.00004273658,0.00002363708,0.00002102362,0.00009344485,0.0000318504],"domain_scores_gemma":[0.9998367,0.00002978816,0.00003434107,0.000006137364,0.00005308036,0.00004004771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000330479,0.0006796767,0.01267086,0.003436371,0.00004689993,0.01868884,0.0003529521,0.0004812506,0.01142459,0.005052796,0.04406105,0.9027742],"study_design_scores_gemma":[0.0001913251,0.001203785,0.06391829,0.005936653,0.0001599815,0.2642122,0.001713675,0.001139542,0.005007936,0.01186865,0.6445618,0.00008608236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03475789,0.8584364,0.002533084,0.01331154,0.000967342,0.000163577,0.0001875028,0.0001525906,0.08949006],"genre_scores_gemma":[0.4041553,0.5466465,0.004380171,0.008040356,0.005922871,0.000179474,0.0004947078,0.00003962978,0.03014107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004626195,"threshold_uncertainty_score":0.01547611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085986893597069,"score_gpt":0.3743243954898062,"score_spread":0.3634645265538355,"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."}}