{"id":"W2417060754","doi":"10.1684/ejd.2015.2722","title":"Profile of patients with mild-to-moderate acne in Europe: a survey","year":2016,"lang":"en","type":"article","venue":"European Journal of Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Acne; Medicine; Dermatology; Family history; Epidemiology; Trunk; Cohort; Acne scars; Age of onset; Surgery; Internal medicine","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":[0.0002563348,0.0001119755,0.0004093714,0.0001767808,0.0000196258,0.000003630783,0.00008813655,0.00001919424,0.0000432444],"category_scores_gemma":[0.0001619267,0.00005244164,0.00003596182,0.0002159706,0.00004987249,0.00006609412,0.00003329371,0.00009559534,0.00006120749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001450538,"about_ca_system_score_gemma":0.00006995412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003085282,"about_ca_topic_score_gemma":0.000004924464,"domain_scores_codex":[0.9986113,0.0005422523,0.0004152106,0.00010658,0.0001432524,0.0001813729],"domain_scores_gemma":[0.9990425,0.00008063712,0.0002462399,0.0001342315,0.0003624675,0.000133971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002964068,0.0004324186,0.9842951,0.00003328264,0.0001170047,0.002366857,0.0002192541,0.000002139671,0.0007804596,0.000007319273,0.003821572,0.004960466],"study_design_scores_gemma":[0.007262016,0.001415091,0.9863061,0.0003125509,0.00003987095,0.0005450089,0.000007991066,0.000002129176,0.002292101,0.000001281735,0.001746387,0.00006949082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971501,0.0000852762,0.0003401822,0.0009510016,0.00008110741,0.0001542249,0.00001308217,0.000004155393,0.001220905],"genre_scores_gemma":[0.9989311,0.00003446585,0.0005396926,0.0002233144,0.00002456781,5.394377e-7,0.000005579466,0.0000236413,0.0002171118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004890976,"threshold_uncertainty_score":0.2138508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498504076862962,"score_gpt":0.243358196471154,"score_spread":0.2283731557025244,"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."}}