{"id":"W4411167323","doi":"10.2196/74126","title":"Exploring Attention-Deficit/Hyperactivity Disorder Symptoms in Patients With Atopic Dermatitis by Disease Severity: Cross-Sectional Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Cross-sectional study; Preprint; Medicine; Dermatology; Disease; Internal medicine; Pathology; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004028468,0.0002481199,0.0005881719,0.000575872,0.0001894044,0.00003876113,0.0001223694,0.000149906,0.0001549922],"category_scores_gemma":[0.00007050991,0.0002279931,0.0001948741,0.0009569948,0.0002260988,0.0004304164,0.00007230603,0.0002856543,0.00003936558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009039418,"about_ca_system_score_gemma":0.0001259936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004428672,"about_ca_topic_score_gemma":0.00006664448,"domain_scores_codex":[0.9982632,0.0001480649,0.0004492376,0.0004883063,0.0002520596,0.0003991318],"domain_scores_gemma":[0.9990389,0.0001395073,0.0001111999,0.0003950206,0.0001383111,0.0001771148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002427541,0.001012246,0.9967901,0.0002037817,0.0006692346,0.0001615215,0.00001605642,0.00002959538,0.000001428924,0.0001026581,0.0004497933,0.0003207922],"study_design_scores_gemma":[0.003487997,0.00001576123,0.9945204,0.00005331807,0.0004033737,0.00003660486,0.00002211399,0.000319208,0.000004890231,0.0000528348,0.0008822822,0.0002012242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99721,0.0003179125,0.0003309353,0.0008918398,0.0001796671,0.0005121938,0.00007157487,0.00009733966,0.0003885391],"genre_scores_gemma":[0.9979245,0.00002763056,0.00002545302,0.0006461589,0.00001098723,0.0004740889,0.0006096194,0.00001612294,0.0002654395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003245242,"threshold_uncertainty_score":0.9297288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121618109577469,"score_gpt":0.2783030481706902,"score_spread":0.2661412372129433,"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."}}