{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006522334,0.0001008386,0.000302089,0.00006026013,0.0004585921,0.0001980796,0.0002454734,0.00008956966,0.0000225924],"category_scores_gemma":[0.0002598816,0.00005330805,0.00004507884,0.00008049604,0.0004033652,0.0001915097,0.000124959,0.0001361497,0.000001514533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002560562,"about_ca_system_score_gemma":0.0001125117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002116009,"about_ca_topic_score_gemma":0.00001436612,"domain_scores_codex":[0.9987731,0.00004093595,0.0003418426,0.000176773,0.0005137941,0.0001535473],"domain_scores_gemma":[0.9986973,0.0001923246,0.0006482794,0.0001501337,0.00006506126,0.0002468757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002641859,0.001146108,0.9795437,0.00004526177,0.00007090309,0.0008760678,0.0001556212,7.857078e-7,0.00002366354,0.0008288429,0.0001471694,0.01713544],"study_design_scores_gemma":[0.002418654,0.001140078,0.9517459,0.0001673792,0.0003404486,0.01567957,0.000381962,0.0005658063,0.00009788626,0.001530831,0.02578847,0.0001429771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880522,0.001468397,0.0002536786,0.008548924,0.00003561895,0.0003107166,0.000001428311,0.000006971115,0.001322047],"genre_scores_gemma":[0.9849708,0.01295061,0.001666769,0.0002303162,0.00006962481,0.00002215397,6.646608e-7,0.000002317696,0.0000867115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02779778,"threshold_uncertainty_score":0.3527166,"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."}}