{"id":"W4406933768","doi":"10.1093/bjd/ljaf039","title":"The UK-Irish Atopic eczema Systemic TherApy Register (A-STAR): baseline characteristics of the cohort","year":2025,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council","keywords":"Register (sociolinguistics); Medicine; Baseline (sea); Systemic therapy; Cohort; Prospective cohort study; Cohort study; Irish; Pediatrics; Internal medicine","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":[0.002630339,0.0002433493,0.0005933243,0.001325347,0.0004093395,0.000817042,0.0005761788,0.0006475985,0.003174813],"category_scores_gemma":[0.008687896,0.0002694607,0.0005242987,0.00197385,0.0002501777,0.0005796982,0.0005903769,0.0006988308,0.001568361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350813,"about_ca_system_score_gemma":0.001742068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.048914,"about_ca_topic_score_gemma":0.05316144,"domain_scores_codex":[0.9976036,0.0005842928,0.0004703166,0.00040569,0.0005966653,0.0003394612],"domain_scores_gemma":[0.9964059,0.0004934088,0.001208773,0.0006689736,0.0009132992,0.0003096857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002220876,0.0001716714,0.9339368,0.000115588,0.0002030488,0.0003833861,0.0002295015,0.000202554,0.000713644,0.0003727698,0.04344153,0.01800867],"study_design_scores_gemma":[0.0002406298,0.000374787,0.9757372,0.00008458331,0.00008114842,0.001011967,0.0002410743,0.0004376571,0.0001932617,0.0001360723,0.02141586,0.0000456838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709247,0.001681795,0.001731151,0.002528334,0.0003980793,0.0006212128,0.1094846,0.00009136624,0.01253887],"genre_scores_gemma":[0.906796,0.0009753372,0.002456032,0.001807626,0.0002407188,0.001123794,0.07894693,0.00008873321,0.007564873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.048914,"threshold_uncertainty_score":0.09725863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00918654019646863,"score_gpt":0.2604483656191786,"score_spread":0.2512618254227099,"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."}}