{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003758864,0.0002893387,0.0005280247,0.002569136,0.000455673,0.00101404,0.0004386642,0.0006128501,0.008144099],"category_scores_gemma":[0.002415106,0.000174097,0.0003826498,0.003187989,0.0003819215,0.0009375472,0.000715755,0.001051561,0.001344009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006552725,"about_ca_system_score_gemma":0.0005825004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005636769,"about_ca_topic_score_gemma":0.00336929,"domain_scores_codex":[0.9988418,0.0002395758,0.0001628953,0.0002724458,0.0003507567,0.000132458],"domain_scores_gemma":[0.9981357,0.0002588799,0.0009384045,0.00006954047,0.0003871989,0.0002102596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001663553,0.0001497529,0.8778092,0.001781433,0.0002229399,0.001393687,0.0006020747,0.0003919533,0.001768215,0.002475854,0.01357514,0.09966333],"study_design_scores_gemma":[0.000009940511,0.0001648794,0.9118835,0.001340505,0.00008940967,0.01564464,0.001158312,0.0002728871,0.0002353027,0.001339252,0.06781603,0.00004524796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5904384,0.3083182,0.00575479,0.005901805,0.001358827,0.0004850335,0.02138571,0.0003142819,0.06604297],"genre_scores_gemma":[0.8936598,0.09107234,0.001948093,0.0009896859,0.000981957,0.0001173209,0.007162021,0.00005639488,0.00401242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008144099,"threshold_uncertainty_score":0.02724475,"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."}}