{"id":"W4365150028","doi":"10.1002/der2.181","title":"Acne and its association with internalizing problems","year":2023,"lang":"en","type":"article","venue":"Dermatological Reviews","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canada Research Chairs","keywords":"Acne; Biopsychosocial model; Anxiety; Depression (economics); Mental health; Worry; Psychiatry; Social anxiety; Clinical psychology; Medicine; Subclinical infection; Isotretinoin; Psychology; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002016854,0.00009099235,0.0003396261,0.00002758782,0.00005446976,0.00001413932,0.00002307243,0.0000650293,0.00003496918],"category_scores_gemma":[0.0001636933,0.00004250433,0.00004469892,0.0001584333,0.000008604901,0.00004306723,0.0000265289,0.00008857186,0.0003506147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310541,"about_ca_system_score_gemma":0.000006224476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001639201,"about_ca_topic_score_gemma":9.731317e-7,"domain_scores_codex":[0.9993867,0.00005118888,0.0001583278,0.0001378988,0.0001034118,0.0001625184],"domain_scores_gemma":[0.9997002,0.00005707184,0.00007935066,0.00006404985,0.00002115338,0.00007817161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008688579,0.0002189526,0.8719424,0.001830451,0.0002535453,0.0009115107,0.0004981213,0.000001678396,0.002019013,0.0008680478,0.06034071,0.06102867],"study_design_scores_gemma":[0.001890059,0.0004697957,0.1012722,0.001542127,0.0002733569,0.000638653,0.00003663407,0.0007156597,0.0009596545,0.0001376733,0.8918444,0.0002198263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766231,0.01612898,0.00004113337,0.003601014,0.00004233962,0.0007425878,0.000001292751,0.0001176244,0.002701917],"genre_scores_gemma":[0.969764,0.02622519,0.0001118256,0.001287212,0.00003632342,0.00008641446,0.0000250577,0.000008011489,0.002455976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8315036,"threshold_uncertainty_score":0.4506559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777269030650485,"score_gpt":0.3207936261751075,"score_spread":0.2630209358686026,"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."}}