{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003991416,0.0002261452,0.0003410025,0.002780978,0.0002985323,0.001660313,0.0004104774,0.0005061778,0.009449126],"category_scores_gemma":[0.0614881,0.0001220698,0.0009474512,0.001915688,0.000209363,0.002242191,0.0008292466,0.0005965593,0.001236649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007871876,"about_ca_system_score_gemma":0.0005179829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174391,"about_ca_topic_score_gemma":0.007605531,"domain_scores_codex":[0.99525,0.001812887,0.0008918911,0.0003652931,0.001463832,0.000216113],"domain_scores_gemma":[0.9181213,0.05392408,0.01684392,0.002449604,0.006199487,0.002461554],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001203014,0.0005889485,0.8657855,0.000467141,0.000351798,0.0001456539,0.0009902016,0.0005252648,0.000344179,0.0001950114,0.006328935,0.1230745],"study_design_scores_gemma":[0.00003672525,0.0005270294,0.9930774,0.0002217898,0.0001587148,0.0002816332,0.0009161451,0.001391431,0.0003792584,0.0002981359,0.002681345,0.00003024339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790559,0.003568327,0.0005103998,0.001039771,0.00009197816,0.0001262684,0.006107212,0.0001143224,0.009385808],"genre_scores_gemma":[0.994907,0.0005791284,0.0006849201,0.0001524184,0.00007563728,0.00004749915,0.002065138,0.00003004142,0.001458156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960086,"threshold_uncertainty_score":0.03161049,"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."}}