{"id":"W2597302833","doi":"10.4236/jcdsa.2017.71007","title":"Acne Vulgaris in Jeddah Medical Students: Prevalence, Severity, Self-Report, and Treatment Practices","year":2017,"lang":"en","type":"article","venue":"Journal of Cosmetics Dermatological Sciences and Applications","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Acne; Medicine; Grading (engineering); Dermatology; Cross-sectional study; Family 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":[0.000347578,0.0001096593,0.0001845009,0.0006089592,0.0003592317,0.0003680688,0.0001208308,0.0002426505,0.001197306],"category_scores_gemma":[0.001297,0.0001123134,0.0001453132,0.0004334174,0.0002114144,0.0002907948,0.000277559,0.0002228479,0.0001581336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253009,"about_ca_system_score_gemma":0.0002141495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642595,"about_ca_topic_score_gemma":0.005017628,"domain_scores_codex":[0.9997185,0.00006035547,0.00003795404,0.00003599044,0.00009974384,0.00004750856],"domain_scores_gemma":[0.9993303,0.00009408325,0.0003182201,0.00001708772,0.0001224495,0.000117912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002381516,0.0000656941,0.9940909,0.00003497956,0.00001039592,0.0001018039,0.0007798962,0.000009555003,0.0003785678,0.00001074928,0.0001061953,0.004387533],"study_design_scores_gemma":[0.000002230259,0.0001356646,0.9963888,0.00002594723,0.000007891172,0.0005244366,0.002297613,0.00004869152,0.00009881058,0.00000886015,0.0004574023,0.000003653878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999328,0.0002524072,0.00001355904,0.00006678305,0.0000038389,0.000004098201,0.00003284578,8.283636e-7,0.0002975838],"genre_scores_gemma":[0.9995793,0.0002030647,0.00003078998,0.00003019114,0.000005926172,0.000002301068,0.00002892594,3.022712e-7,0.0001193319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002642595,"threshold_uncertainty_score":0.005254388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141699523943023,"score_gpt":0.4124769234613671,"score_spread":0.3710599282219368,"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."}}