{"id":"W4395466584","doi":"10.1007/s00403-024-02871-y","title":"Effectiveness of atopic dermatitis patient education programs – a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Archives of Dermatological Research","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Atopic dermatitis; Dermatology; Medicine; Meta-analysis; MEDLINE; Internal medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008294437,0.0003954665,0.009622775,0.0009916243,0.00006222174,0.000023258,0.0003304375,0.0002328878,0.00005739088],"category_scores_gemma":[0.001456235,0.0002118394,0.00299359,0.001449375,0.0008608802,0.0000421463,0.0003477833,0.0006326027,0.00002733844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002157123,"about_ca_system_score_gemma":0.0005577365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009390555,"about_ca_topic_score_gemma":0.000001039901,"domain_scores_codex":[0.9921421,0.004785349,0.00150017,0.0005630334,0.0006484538,0.0003608266],"domain_scores_gemma":[0.9948465,0.003466422,0.0004272928,0.0007880418,0.0002251684,0.0002465593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006306099,0.0004400463,0.00008142301,0.9142772,0.07438523,0.0001023025,0.00003928132,1.188202e-8,6.394413e-8,0.0008301187,0.0001704114,0.009667628],"study_design_scores_gemma":[0.00005912708,0.0001145351,0.00009728204,0.2299877,0.7638087,0.0009021644,0.00002860254,0.000004051857,0.000004938648,0.001287283,0.003543556,0.0001620892],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006180153,0.9922509,0.00001048322,0.0001731621,0.00001619347,0.00630822,0.00006504972,0.00002831121,0.001085882],"genre_scores_gemma":[0.01280523,0.9836372,0.0001567585,0.00005238366,0.000003216327,0.002942117,0.0002714837,0.00002339393,0.0001081949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6894234,"threshold_uncertainty_score":0.863856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354840190922671,"score_gpt":0.4560197041650872,"score_spread":0.32053568507282,"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."}}