{"id":"W4210342222","doi":"10.1097/der.0000000000000830","title":"TikTok as a Source of Dermatologic Information on Atopic Dermatitis","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; MEDLINE; Respiratory Hypersensitivity; Allergic dermatitis; Dermatologic agents","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004211252,0.0001003589,0.0001947032,0.0002082584,0.001041857,0.00004333063,0.0003116381,0.00008190871,0.001610427],"category_scores_gemma":[0.001384101,0.0001210889,0.00006563529,0.000571606,0.0001571377,0.0004735619,0.00006645895,0.0002262905,0.0003379865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543343,"about_ca_system_score_gemma":0.0004717592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008988117,"about_ca_topic_score_gemma":0.000295585,"domain_scores_codex":[0.9977938,0.0005585909,0.0004551327,0.0001080819,0.0007675239,0.0003168507],"domain_scores_gemma":[0.998382,0.0008308293,0.0003488525,0.0001947566,0.0001165335,0.0001269873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004786731,0.0002585471,0.09194473,0.0003444012,0.0000412337,0.0000130011,0.3911364,0.0003044248,0.000003931115,0.1485468,0.1801436,0.1872581],"study_design_scores_gemma":[0.0002276463,0.00005880644,0.09417681,0.00002129609,0.000008782202,0.00001628768,0.01524268,0.0000687225,0.0001360701,0.002341396,0.8875708,0.0001306906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058338,0.0001649796,0.0002394658,0.04009258,0.003615075,0.001399508,0.00002557341,0.0002046331,0.04842437],"genre_scores_gemma":[0.9847256,0.0001074875,0.0002029189,0.01377355,0.0001430877,0.000894218,0.00005140614,0.000008943679,0.00009280517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7074271,"threshold_uncertainty_score":0.9993022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817672939523925,"score_gpt":0.3318360675977163,"score_spread":0.293659338202477,"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."}}