{"id":"W2064475470","doi":"10.1159/000067817","title":"Epidemiology of Acne","year":2003,"lang":"en","type":"article","venue":"Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Acne; Epidemiology; Dermatology; Medicine; 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":[0.00007425907,0.00006128332,0.000363365,0.00004134319,0.00002129778,1.128608e-7,0.0000193198,0.0000980007,0.000146985],"category_scores_gemma":[0.0002013546,0.00004114113,0.00006003075,0.00005231981,0.00007348799,0.00001118866,0.00000660998,0.00005337919,0.00006620143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005700941,"about_ca_system_score_gemma":0.0000291508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007884314,"about_ca_topic_score_gemma":8.955262e-7,"domain_scores_codex":[0.9994488,0.0001004127,0.0001705266,0.00009563658,0.00002383496,0.0001607317],"domain_scores_gemma":[0.9995782,0.000156077,0.0000501211,0.0001386874,0.00002142623,0.00005544041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003364972,0.0001293271,0.9610468,0.00006180732,0.00008854856,0.000165897,0.00005500056,8.085298e-7,0.000389078,0.03345111,0.00404308,0.0005349385],"study_design_scores_gemma":[0.008956847,0.001158893,0.6703122,0.0001046214,0.0005080135,0.02270103,0.0002337095,0.0001747783,0.08354024,0.01012771,0.2018268,0.0003551097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741249,0.002342083,0.0005530887,0.001569599,0.0001550674,0.0001309654,0.000001410055,0.00002157954,0.02110129],"genre_scores_gemma":[0.9970515,0.00006297111,0.001263208,0.001148691,0.00001074579,0.000005930582,0.000008082772,0.000005172603,0.0004437228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2907345,"threshold_uncertainty_score":0.1677687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03352859186793743,"score_gpt":0.3304253985811215,"score_spread":0.296896806713184,"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."}}