{"id":"W4386350153","doi":"10.1007/s13555-023-01000-3","title":"Comparative Efficacy of Targeted Systemic Therapies for Moderate-to-Severe Atopic Dermatitis without Topical Corticosteroids: An Updated Network Meta-analysis","year":2023,"lang":"en","type":"article","venue":"Dermatology and Therapy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; University of British Columbia","funders":"AbbVie","keywords":"Atopic dermatitis; Medicine; Meta-analysis; Dermatology; Internal medicine","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":[0.0001113753,0.0002496984,0.001866658,0.0002309621,0.0001820339,0.00001813165,0.0001234528,0.0002071301,0.0001561442],"category_scores_gemma":[0.00001714033,0.0001849161,0.0004068891,0.0005435939,0.0001875828,0.0001078169,0.00002572958,0.0001206032,0.00001530957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006434331,"about_ca_system_score_gemma":0.00004960276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008421938,"about_ca_topic_score_gemma":0.00001565805,"domain_scores_codex":[0.9982898,0.000354918,0.0005230185,0.0003594109,0.0001243812,0.0003484824],"domain_scores_gemma":[0.9988446,0.0003015151,0.0001534275,0.0003653757,0.0001579696,0.0001770726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005031781,0.0008851166,0.6902721,0.0003432366,0.2673164,0.0003325002,0.01036468,0.002244722,0.0009436472,0.004283198,0.0167289,0.00125375],"study_design_scores_gemma":[0.01463573,0.0007099921,0.8692384,0.00004638928,0.07316292,0.002163679,0.001481175,0.02272122,0.006006396,0.004009965,0.004861077,0.0009631028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863237,0.008812558,0.001711264,0.001807623,0.00008494197,0.001002289,0.00006020569,0.0001422096,0.00005525001],"genre_scores_gemma":[0.9961311,0.0003070663,0.0004140306,0.002315082,0.00002721342,0.0001985045,0.0004988447,0.00001730745,0.00009088092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941535,"threshold_uncertainty_score":0.7540662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894312748235608,"score_gpt":0.3402872439910531,"score_spread":0.271344116508697,"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."}}