{"id":"W4413970919","doi":"10.1177/17103568251368268","title":"Atopic Dermatitis and Emotional and Behavioral Outcomes in Urban U.S. Children: A Birth Cohort Study","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Cohort; Cohort study; Pediatrics; Dermatology; Internal medicine","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":[0.00088042,0.0004140834,0.0002822186,0.0009993108,0.0009119131,0.0006255329,0.0004466375,0.000463231,0.001858391],"category_scores_gemma":[0.001439319,0.0004504455,0.0005122079,0.001699688,0.0002667847,0.0004303002,0.0005800134,0.0008716593,0.0003043886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663659,"about_ca_system_score_gemma":0.0006209032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04671808,"about_ca_topic_score_gemma":0.06288416,"domain_scores_codex":[0.9995291,0.0001479942,0.00004893772,0.0000882315,0.0001100915,0.00007555151],"domain_scores_gemma":[0.9987563,0.000167865,0.0004880012,0.0001281191,0.0001907415,0.0002689117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002720254,0.00004032897,0.9992976,0.000005055591,0.00004078929,0.00005193432,0.00007888961,0.00001135412,0.00006347246,0.00001029385,0.0001053364,0.0002677362],"study_design_scores_gemma":[0.000003982749,0.00003564475,0.9994797,0.000008701945,0.00002067896,0.00006509035,0.0002157186,0.00004435215,0.00001829779,0.000005983093,0.0000997889,0.000001871879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976799,0.0002478487,0.00006178279,0.0000768047,0.00001157107,0.00002140038,0.001455964,0.000003473249,0.0004413521],"genre_scores_gemma":[0.9982212,0.0003016647,0.0001259345,0.00005250777,0.000008548318,0.00003113075,0.0009565323,0.000002499689,0.0002998248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04671808,"threshold_uncertainty_score":0.09289235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008380902890750863,"score_gpt":0.2783979246951788,"score_spread":0.2700170218044279,"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."}}