{"id":"W4403844602","doi":"10.1089/derm.2024.0261","title":"Addressing Unmet Needs in Atopic Dermatitis: Evaluating Disease-Modifying Capabilities of Current and Emerging Therapies","year":2024,"lang":"en","type":"review","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; Current (fluid); Dermatology; Disease; Intensive care medicine; Pathology","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":[0.0014329,0.0005608938,0.001729153,0.002253146,0.0002293936,0.001405038,0.0006518927,0.001041834,0.00380147],"category_scores_gemma":[0.002589469,0.000224488,0.001118688,0.001895943,0.0002901304,0.001244396,0.0006372152,0.00115978,0.0006492711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007100211,"about_ca_system_score_gemma":0.001542229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029201,"about_ca_topic_score_gemma":0.002902014,"domain_scores_codex":[0.9993887,0.0001716373,0.0001350296,0.00006416173,0.000196882,0.00004360388],"domain_scores_gemma":[0.9985405,0.001013259,0.000181866,0.00001915821,0.000206169,0.00003907246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001271022,0.0000573827,0.0002913558,0.07778711,0.0004099942,0.0001206225,0.0001047198,0.000243841,0.0007151059,0.002102153,0.01212915,0.9059115],"study_design_scores_gemma":[0.00009279819,0.0003588819,0.00349809,0.09639591,0.002038378,0.001901041,0.0004636389,0.0002802907,0.0006052131,0.003739049,0.8905782,0.00004861186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000155592,0.9989165,0.0000467426,0.0003018788,0.00008613923,0.000004829027,0.00002131421,0.000002930233,0.0004639504],"genre_scores_gemma":[0.0009735318,0.9984533,0.0001545348,0.0001969498,0.00007304177,0.000006369288,0.00002328658,8.699605e-7,0.000118043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00380147,"threshold_uncertainty_score":0.01271719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240343308384234,"score_gpt":0.4229493150858223,"score_spread":0.2989149842473989,"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."}}