{"id":"W4406625996","doi":"10.2147/ccid.s498879","title":"Real-World Experience of Clascoterone Cream 1% in Acne Management: Case Series and Canadian Experience","year":2025,"lang":"en","type":"article","venue":"Clinical Cosmetic and Investigational Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; Western University","funders":"Sun Pharma","keywords":"Medicine; Acne; Series (stratigraphy); Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001011128,0.0001096016,0.000365469,0.0002031743,0.00009267685,0.00000877121,0.0000396887,0.0001004073,0.00002697467],"category_scores_gemma":[0.000127781,0.00008999678,0.00002821092,0.0002298127,0.001027724,0.00007973375,0.00005397215,0.0001172642,0.000001812937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002182309,"about_ca_system_score_gemma":0.000132987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004998674,"about_ca_topic_score_gemma":0.00849964,"domain_scores_codex":[0.9989687,0.00007808979,0.0004516844,0.0002575309,0.00006425445,0.0001797547],"domain_scores_gemma":[0.9993106,0.0002185681,0.00005761533,0.0001369991,0.0000371934,0.0002390153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023274,0.0001507961,0.9498405,0.0001905522,0.00005867583,0.002228746,0.0005572293,6.396796e-7,0.00002724721,0.04360028,0.0008543743,0.002388618],"study_design_scores_gemma":[0.002485757,0.0003797105,0.9787995,0.000346586,0.0001126004,0.003118834,0.001451152,0.0005050749,0.0004588319,0.007043631,0.005144525,0.0001537926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896874,0.000389525,0.00001994844,0.003716964,0.00008530166,0.000235888,0.00000547259,0.000008076283,0.005851359],"genre_scores_gemma":[0.994615,0.0007633211,0.001532855,0.00198446,0.00001151165,0.00003993014,0.00001648777,0.000004336184,0.001032073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03655665,"threshold_uncertainty_score":0.7556533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726811207291123,"score_gpt":0.3654105796912595,"score_spread":0.3281424676183482,"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."}}