{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008001273,0.0001738539,0.0003163614,0.00007371486,0.00006196106,0.00003722499,0.00003956499,0.0001109364,0.00004864893],"category_scores_gemma":[0.00002644997,0.0001162289,0.00009204083,0.0001652918,0.00008936379,0.0002030314,0.00003690469,0.0001973701,0.00005021502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069415,"about_ca_system_score_gemma":0.0000616166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003028077,"about_ca_topic_score_gemma":0.00008787154,"domain_scores_codex":[0.9989697,0.00003497874,0.0002254933,0.0003937359,0.0001489672,0.0002270636],"domain_scores_gemma":[0.9995127,0.0001353035,0.00002383652,0.0001908851,0.0000243592,0.0001129107],"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":[0.0002004009,0.0003091101,0.167091,0.0006563136,0.0002577643,0.002763654,0.002227884,0.000009049629,0.00002226387,0.001060146,0.0007969175,0.8246055],"study_design_scores_gemma":[0.008198975,0.004174689,0.1751531,0.002303982,0.0009452066,0.0004763685,0.004885174,0.0002369543,0.000637684,0.003477706,0.7988759,0.0006342555],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7700902,0.2013685,0.00003213599,0.0002818736,0.0009198079,0.0004703435,0.00001415924,0.00008749474,0.02673545],"genre_scores_gemma":[0.982708,0.01501255,0.0002954547,0.0002231585,0.000305119,0.00004275593,0.00004751291,0.00002183021,0.001343605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8239712,"threshold_uncertainty_score":0.4739678,"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."}}