{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006048178,0.0002232498,0.0003810671,0.0009019923,0.0002197073,0.0006365305,0.0001719192,0.0002030822,0.002890076],"category_scores_gemma":[0.002159903,0.00007301995,0.0005759468,0.0008948969,0.0001871016,0.0001851251,0.0002638157,0.0005432876,0.0001295069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000416755,"about_ca_system_score_gemma":0.0004616092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003071702,"about_ca_topic_score_gemma":0.005035053,"domain_scores_codex":[0.9995043,0.0002120916,0.00006489969,0.00005324754,0.0001254891,0.00003990385],"domain_scores_gemma":[0.9989428,0.0004741423,0.0003474076,0.00001935453,0.0001683002,0.00004809036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004914236,0.0003571107,0.3369799,0.02041146,0.001895969,0.0007833086,0.001486868,0.0002642142,0.001599107,0.00250161,0.01176104,0.6214681],"study_design_scores_gemma":[0.00003274157,0.0003315767,0.9349373,0.008590957,0.00160064,0.003042339,0.001132933,0.0002252909,0.0005551379,0.001032813,0.04849141,0.00002688031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.160432,0.8228816,0.0004823463,0.002634704,0.0004329074,0.00008194333,0.000715432,0.00001776286,0.01232129],"genre_scores_gemma":[0.574065,0.4218101,0.0007616204,0.0005428913,0.0003867342,0.00005306671,0.00055667,0.000003623862,0.001820292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003071702,"threshold_uncertainty_score":0.009668291,"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."}}