{"id":"W4411733317","doi":"10.1093/bjd/ljaf085.151","title":"P123 A novel self-referral enrolment pathway in a UK multicentre atopic dermatitis trial (BEACON trial): a single-site prospective observational study to assess feasibility and effectiveness","year":2025,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Observational study; Medicine; Atopic dermatitis; Referral; Physical therapy; Pediatrics; Dermatology; Family medicine; 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":[0.01601319,0.0008603484,0.001862117,0.0006392201,0.001082503,0.001607619,0.0008197642,0.001923897,0.009362676],"category_scores_gemma":[0.03093385,0.000772069,0.001611756,0.001150756,0.0009618849,0.002229582,0.001111771,0.002187751,0.002260189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212,"about_ca_system_score_gemma":0.002855732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001759858,"about_ca_topic_score_gemma":0.001997206,"domain_scores_codex":[0.97709,0.01698545,0.001824751,0.001442358,0.001808765,0.0008486857],"domain_scores_gemma":[0.9760383,0.007115997,0.00986395,0.002549488,0.002400825,0.002031513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5898284,0.04011022,0.1821226,0.006404663,0.002843494,0.0006308258,0.003178032,0.001034039,0.002906,0.0009950696,0.01743078,0.1525158],"study_design_scores_gemma":[0.290407,0.4311293,0.2535661,0.001301902,0.00239901,0.0006525263,0.0009368639,0.003188016,0.001197295,0.001147402,0.01381479,0.000259835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493042,0.003388652,0.003606473,0.0009831117,0.0003039975,0.034144,0.003845732,0.0001282805,0.00429563],"genre_scores_gemma":[0.9538934,0.0007006263,0.004218751,0.0006042697,0.0003949892,0.0377908,0.001219779,0.00003677326,0.001140508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601319,"threshold_uncertainty_score":0.08468688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06952446655235316,"score_gpt":0.34016026675537,"score_spread":0.2706358002030169,"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."}}