{"id":"W4409839579","doi":"10.1093/bjd/ljaf158","title":"Atopic dermatitis starting in childhood has a stronger impact on adults: results from the ‘Scars of Life’ international project in 27 countries","year":2025,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Western University","funders":"Universidade Tiradentes; Roche","keywords":"Atopic dermatitis; Scars; Medicine; Dermatology; Pediatrics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817413,0.0003778336,0.0004689047,0.0006342992,0.0007308766,0.001090681,0.000332097,0.0005574989,0.001269782],"category_scores_gemma":[0.002834117,0.0003346998,0.0009627971,0.001347279,0.0006816,0.0007403786,0.001898321,0.0007500231,0.0002201699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005669149,"about_ca_system_score_gemma":0.0005787257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883065,"about_ca_topic_score_gemma":0.01931991,"domain_scores_codex":[0.9985166,0.0006298708,0.0001686111,0.0001477728,0.0001891166,0.0003479804],"domain_scores_gemma":[0.9978803,0.0003292174,0.0009736494,0.0001679106,0.0002726049,0.0003762518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002138178,0.0001293144,0.9891244,0.0001133639,0.0001400304,0.0002607029,0.003983233,0.00004172066,0.00008029446,0.00005414508,0.0004798807,0.005379019],"study_design_scores_gemma":[0.000009036909,0.0001289168,0.9948081,0.00004774324,0.00003479482,0.0001764375,0.004392077,0.00001167255,0.00001716563,0.00001205063,0.0003566948,0.000005336055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985399,0.0003716142,0.00002629579,0.00005334145,0.000005580939,0.00001896341,0.000462132,0.000001257824,0.0005208731],"genre_scores_gemma":[0.9990426,0.0003252437,0.00003943348,0.00005180438,0.00000382742,0.00001888223,0.0004029102,0.000001970651,0.0001134067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883065,"threshold_uncertainty_score":0.03744209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009297849098293946,"score_gpt":0.2745553851064156,"score_spread":0.2652575360081216,"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."}}