{"id":"W4412602099","doi":"10.1001/jamadermatol.2025.2354","title":"Emollients to Prevent Atopic Dermatitis—Is New Evidence a Game Changer?","year":2025,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006101997,0.0002358907,0.0005910247,0.0003449795,0.00008757337,0.00003544818,0.0002715662,0.0002972229,0.0005811151],"category_scores_gemma":[0.0005472245,0.0002237458,0.0001422618,0.0004695012,0.00009458578,0.0001690418,0.0001874954,0.0002438083,0.001047068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000683809,"about_ca_system_score_gemma":0.000400471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004738368,"about_ca_topic_score_gemma":0.00002215026,"domain_scores_codex":[0.9982735,0.0001343149,0.0004504058,0.0004380135,0.0002043593,0.0004994204],"domain_scores_gemma":[0.9986091,0.0002291327,0.00008404831,0.0005935791,0.0001098941,0.0003742155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001139549,0.0002785492,0.148646,0.0005323154,0.0001953062,0.001213585,0.00106181,0.00000130383,0.0001224255,0.001385994,0.8299738,0.01647491],"study_design_scores_gemma":[0.003028909,0.00009070971,0.51267,0.002103654,0.0004374107,0.005445308,0.0001886555,0.0002062546,0.02060072,0.004720137,0.4500726,0.0004356356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.78223,0.009873532,0.001450355,0.1970009,0.0008168349,0.001021462,0.00001139525,0.0002051985,0.007390357],"genre_scores_gemma":[0.918464,0.0002874005,0.0005153045,0.07415126,0.00008064858,0.0001019348,0.00001388051,0.0000156185,0.006369942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3799012,"threshold_uncertainty_score":0.9997307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278120384325355,"score_gpt":0.320142723037108,"score_spread":0.2973615191938545,"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."}}