{"id":"W4312223610","doi":"10.1111/pde.15230","title":"Perspectives and knowledge of acne vulgaris among young adolescents","year":2022,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lynde Centre for Dermatology; University of Toronto; University of British Columbia","funders":"","keywords":"Acne; Misinformation; Medicine; Dermatology; Family medicine; Psychological intervention; Hygiene; Population; Psychiatry; Environmental health","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":[0.00006351781,0.0001063263,0.0003051826,0.0001734426,0.000164987,0.000003074116,0.00005016185,0.0000541826,0.0001034491],"category_scores_gemma":[0.00003481106,0.00008819652,0.00005932233,0.0002092256,0.00007870565,0.0000333337,0.0001464272,0.0001624023,0.000007381951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003782912,"about_ca_system_score_gemma":0.00008066303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000836283,"about_ca_topic_score_gemma":0.000005675436,"domain_scores_codex":[0.9992706,0.00008276864,0.0001659474,0.0002021152,0.00008904856,0.0001894884],"domain_scores_gemma":[0.9996039,0.00004053296,0.00008152208,0.0001314719,0.00003695532,0.0001056753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007650613,0.0004315264,0.9912554,0.0002034593,0.00004834222,0.0001400771,0.003244347,7.051736e-7,0.00003140975,0.00009149578,0.004117734,0.0003589895],"study_design_scores_gemma":[0.003231183,0.0003406859,0.9890551,0.00000952108,0.000483712,0.001870196,0.003112667,0.000137891,0.00008288318,0.00006380433,0.001468669,0.0001437168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870753,0.01030629,0.00002315315,0.0002652472,0.0001824662,0.0002263732,0.000008183099,0.00003011241,0.001882818],"genre_scores_gemma":[0.9985574,0.0007138171,0.00004583259,0.00005287257,0.0000944167,0.00003078443,0.00001101925,0.00001220635,0.00048158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148211,"threshold_uncertainty_score":0.3596549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006247825467531299,"score_gpt":0.251272147101924,"score_spread":0.2450243216343927,"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."}}