{"id":"W4402935516","doi":"10.1111/pde.15757","title":"Dermatologic Conditions in Down Syndrome: A Multi‐Site Retrospective Review of International Classification of Diseases Codes","year":2024,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Pediatric Dermatology Research Alliance","keywords":"Medicine; Eczematous dermatitis; Seborrheic dermatitis; Dermatology; Folliculitis; Psoriasis; Alopecia areata; Retrospective cohort study; Population; Atopic dermatitis; Outpatient clinic; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006336845,0.0001707148,0.0002866102,0.002097538,0.0003680513,0.0004073282,0.0003296357,0.0002185846,0.001051935],"category_scores_gemma":[0.0026167,0.0001839536,0.0002852543,0.002925988,0.0001884207,0.0003597486,0.0004492732,0.0002604873,0.0001213494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209004,"about_ca_system_score_gemma":0.0008154429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01426311,"about_ca_topic_score_gemma":0.01834594,"domain_scores_codex":[0.9989161,0.0001838158,0.0002429535,0.0002094404,0.0003135802,0.0001341005],"domain_scores_gemma":[0.9966739,0.0004922216,0.002178434,0.00008003368,0.0003959463,0.0001793741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002245233,0.000007347476,0.9963256,0.0001027509,0.000033552,0.0003061867,0.00008658429,0.00001093382,0.0001045982,0.00001953988,0.0006388025,0.002341697],"study_design_scores_gemma":[0.000003617406,0.00001774672,0.9976276,0.0001375449,0.00002931188,0.001093929,0.0002450941,0.00004328583,0.00003971297,0.000008089976,0.0007516499,0.000002489336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853321,0.008797932,0.0001379424,0.0001334854,0.00003482971,0.00007514992,0.004365411,0.000007583491,0.001115512],"genre_scores_gemma":[0.9928066,0.004279689,0.0002086871,0.00009402445,0.0000294215,0.00007009222,0.002376907,0.000003276828,0.0001312264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01426311,"threshold_uncertainty_score":0.02836019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502042891903004,"score_gpt":0.3168781500888614,"score_spread":0.3018577211698314,"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."}}