{"id":"W4409541253","doi":"10.1111/ajd.14468","title":"Development of an Australasian Dermatology Registry","year":2025,"lang":"en","type":"article","venue":"Australasian Journal of Dermatology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eli Lilly Australia; LEO Pharma; UCB Pharma; Valeant Pharmaceuticals International; Argenx; Pfizer; Incyte; Sun Pharma; Dermira; Genentech; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; Johnson and Johnson; AbbVie; Sanofi; Celgene; Novartis; GlaxoSmithKline; Boehringer Ingelheim; Amgen; Galderma; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Dermatology; Quality of life (healthcare); Burden of disease; Disease; Patient registry; Disease registry; Disease burden; Intensive care medicine; Pediatrics; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03756994,0.0004687827,0.0008983954,0.006303758,0.001921509,0.002474096,0.002100209,0.0006983984,0.01551841],"category_scores_gemma":[0.05331497,0.0008204795,0.0007733716,0.003968555,0.000512285,0.003627787,0.004355987,0.002170971,0.004151007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866235,"about_ca_system_score_gemma":0.02711589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630179,"about_ca_topic_score_gemma":0.0244696,"domain_scores_codex":[0.9815264,0.006818953,0.005209263,0.001920208,0.003593194,0.0009318964],"domain_scores_gemma":[0.9157371,0.007959612,0.01130218,0.00837995,0.04720982,0.009411239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009850482,0.002017329,0.397696,0.002876432,0.0003142305,0.002409765,0.007495222,0.001458102,0.003471147,0.01058075,0.2316411,0.3390549],"study_design_scores_gemma":[0.0009627598,0.001261508,0.3861256,0.00470166,0.0003068876,0.004767037,0.006337068,0.007843087,0.003285303,0.003711938,0.5804486,0.0002485139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4032265,0.007058262,0.1450158,0.04428744,0.006393911,0.1344331,0.07583603,0.004118603,0.1796303],"genre_scores_gemma":[0.465158,0.006775458,0.3419429,0.01019352,0.001606636,0.07218767,0.07487283,0.0009451798,0.02631776],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03756994,"threshold_uncertainty_score":0.1986912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547439367408705,"score_gpt":0.3008742296212409,"score_spread":0.2853998359471538,"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."}}