{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009059005,0.0001241703,0.0002917926,0.0008536609,0.0007359595,0.001263865,0.0001662257,0.000516739,0.002652729],"category_scores_gemma":[0.004199286,0.000159925,0.0002537958,0.0004444952,0.000538091,0.000965193,0.0006547472,0.0009415775,0.0002034906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005139406,"about_ca_system_score_gemma":0.0006265327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007809964,"about_ca_topic_score_gemma":0.008362641,"domain_scores_codex":[0.9994617,0.0001879123,0.0000412222,0.00004202919,0.0001549707,0.0001120793],"domain_scores_gemma":[0.9972434,0.001067595,0.000784706,0.00004316838,0.0002878964,0.0005731442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004495257,0.0002315586,0.8894272,0.0002070869,0.00003108475,0.001447954,0.07946274,0.00005705191,0.001080723,0.000515627,0.001103374,0.02639062],"study_design_scores_gemma":[0.00001620841,0.0004145348,0.7612362,0.0006488268,0.00008185334,0.004511157,0.2159436,0.0002654791,0.0005237407,0.0004454537,0.01588424,0.00002870841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953184,0.0008589009,0.00004408429,0.0007594215,0.00001628655,0.000008492125,0.00006709222,0.000002317879,0.002925096],"genre_scores_gemma":[0.9981499,0.0009837799,0.00004513039,0.0003649673,0.00001432418,0.000006621101,0.00003335338,0.000001193505,0.0004007279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007809964,"threshold_uncertainty_score":0.01552904,"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."}}