{"id":"W2922440714","doi":"10.1097/der.0000000000000440","title":"Validation of an Evidence-Based Educational Smartphone Application for Atopic Dermatitis","year":2019,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; Smartphone application; Multimedia; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.06504827,0.0006587162,0.00129411,0.001267107,0.00106882,0.003605317,0.001701902,0.005183127,0.008260727],"category_scores_gemma":[0.2460928,0.0003538845,0.002783384,0.000862784,0.001201583,0.002413059,0.001740179,0.002992367,0.0030616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529087,"about_ca_system_score_gemma":0.008124782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460821,"about_ca_topic_score_gemma":0.004304623,"domain_scores_codex":[0.9437032,0.03294141,0.0103771,0.001516245,0.01061798,0.000843996],"domain_scores_gemma":[0.7349445,0.1881159,0.01243456,0.007772723,0.05436515,0.002367221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01195462,0.00358196,0.05257705,0.0380184,0.00212062,0.001734605,0.003423057,0.0008334313,0.00358161,0.003765445,0.09443524,0.7839739],"study_design_scores_gemma":[0.01258327,0.05313772,0.1348061,0.1435131,0.01374373,0.004241832,0.007349919,0.008236183,0.02077641,0.009591817,0.5914766,0.000543345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3515593,0.08848039,0.03317023,0.3497691,0.0262521,0.03186696,0.01062627,0.001374007,0.1069017],"genre_scores_gemma":[0.7791544,0.03331094,0.09132185,0.06163935,0.005541146,0.01537561,0.004037129,0.0002072884,0.0094122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06504827,"threshold_uncertainty_score":0.3440123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423447328367738,"score_gpt":0.2945355717745309,"score_spread":0.2703010984908535,"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."}}