{"id":"W4408225205","doi":"10.58931/cdt.2025.61135","title":"Clascoterone Cream 1% in Acne Management: Case Series and Real-World Canadian Experience","year":2025,"lang":"en","type":"article","venue":"Canadian dermatology today.","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Acne; Series (stratigraphy); Dermatology; Medicine; Geology","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":[0.00004296636,0.0001825748,0.0003330849,0.0009285779,0.0002521887,0.00002529629,0.00006604446,0.0001477815,0.0001396657],"category_scores_gemma":[0.00001352487,0.0001696035,0.00002929249,0.0004134611,0.0001739701,0.0001049213,0.00002682334,0.0001465539,0.0000227623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266551,"about_ca_system_score_gemma":0.0005025248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8565537,"about_ca_topic_score_gemma":0.9962928,"domain_scores_codex":[0.9987993,0.00003909876,0.0002024049,0.0003137881,0.00004455754,0.0006008945],"domain_scores_gemma":[0.99894,0.00002466734,0.00002167061,0.0002821785,0.00002183288,0.000709662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008748186,0.00008343635,0.6711682,0.0002936893,0.0002254146,0.2689376,0.00165581,0.000001457465,0.00001626253,0.01377359,0.03476208,0.008994985],"study_design_scores_gemma":[0.004892624,0.0002689458,0.4462275,0.0006333461,0.0003741303,0.04800171,0.004614248,0.0001477147,0.0005631138,0.0006607261,0.4929627,0.0006531894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864624,0.0008204464,0.000002175351,0.01354283,0.0002022916,0.0004461332,0.00002034906,0.00002496826,0.09847841],"genre_scores_gemma":[0.98232,0.0003382328,0.0001414227,0.00437858,0.00001609182,0.00007114906,0.0000336721,0.00001270228,0.01268816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4582007,"threshold_uncertainty_score":0.691623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00799712677662561,"score_gpt":0.2667081016311567,"score_spread":0.2587109748545311,"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."}}