{"id":"W4416578761","doi":"10.1177/17103568251400736","title":"<i>Letter:</i> Patch Test in Children: One Size Does Not Fit Them All","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patch test; Test (biology); Patch testing; MEDLINE; Pattern recognition (psychology)","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":[0.00005731349,0.0001492478,0.000283426,0.00007832318,0.00004681294,0.00002807305,0.0001028445,0.0001444742,0.0003271693],"category_scores_gemma":[0.0000883029,0.0001087731,0.00008452286,0.0002299588,0.00004690093,0.00007306839,0.00004195142,0.000351904,0.0001665747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003935066,"about_ca_system_score_gemma":0.00003392556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005103449,"about_ca_topic_score_gemma":0.0002083506,"domain_scores_codex":[0.999038,0.00002266671,0.0003062632,0.0002169717,0.0001686437,0.0002474624],"domain_scores_gemma":[0.999359,0.0002066521,0.00004402106,0.0003002284,0.00002694026,0.00006315368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001610181,0.0007720162,0.7789779,0.0001701629,0.0003159647,0.0002204934,0.00108846,0.000003510394,0.001412189,0.0002438724,0.2053363,0.01144308],"study_design_scores_gemma":[0.002822594,0.00003240488,0.88727,0.0006976996,0.0001206076,0.00009422995,0.00002617248,0.00003990257,0.02087953,0.0002644803,0.08758397,0.0001683921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568634,0.0002579676,0.000009045431,0.1206904,0.0001743284,0.000413132,0.00004272554,0.0001140334,0.02143489],"genre_scores_gemma":[0.8774799,0.0006422795,0.0002085599,0.1188405,0.000141534,0.00001628668,0.00004048489,0.00001527734,0.002615157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177523,"threshold_uncertainty_score":0.4435639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033609597731512,"score_gpt":0.2302619498786186,"score_spread":0.2199258539013035,"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."}}