{"id":"W3109638727","doi":"10.1097/der.0000000000000693","title":"Readability, Quality, and Timeliness of Online Health Resources for Atopic Dermatitis","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Family medicine; Readability; Medical education; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001173403,0.0001260679,0.0005517846,0.00004835135,0.00008082856,0.00001031551,0.00008245815,0.00007654606,0.00006711589],"category_scores_gemma":[0.000438683,0.0001160705,0.00009145967,0.0001163811,0.0001652097,0.00007736349,0.00005986568,0.00008850099,0.000006520107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001454641,"about_ca_system_score_gemma":0.0001083222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009908877,"about_ca_topic_score_gemma":0.00006749578,"domain_scores_codex":[0.9987492,0.0001109249,0.0005822186,0.000206581,0.0001648565,0.0001862104],"domain_scores_gemma":[0.9990166,0.0002361791,0.0001820354,0.0002001736,0.0001190517,0.000245898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000560534,0.0004678539,0.6181766,0.01194091,0.0001973244,0.00005527469,0.005045472,0.000003650866,0.00006683058,0.001032789,0.3172663,0.04569088],"study_design_scores_gemma":[0.001318679,0.000142064,0.9391363,0.0002024608,0.00006301318,0.000161405,0.0004701632,0.000751063,0.0005615231,0.00103489,0.05602602,0.0001323914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8097954,0.003914506,0.001006402,0.1836857,0.00005546677,0.0005797677,0.0005072796,0.00008286046,0.0003725668],"genre_scores_gemma":[0.9554352,0.0002781867,0.002989363,0.0409173,0.00009563152,0.00001710102,0.0002022492,0.00001488358,0.00005010718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3209597,"threshold_uncertainty_score":0.4733218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957522052110921,"score_gpt":0.3525065841394828,"score_spread":0.3029313636183736,"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."}}