{"id":"W4411540272","doi":"10.3399/bjgpo.2025.0060","title":"Management of hidradenitis suppurativa in UK primary care: a cross-sectional survey","year":2025,"lang":"en","type":"article","venue":"BJGP Open","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Hidradenitis suppurativa; Primary care; Medicine; Cross-sectional study; Dermatology; Primary health care; Family medicine; Environmental health; Internal medicine; Pathology; Disease","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":[0.001448049,0.0001506148,0.0004830758,0.0006358742,0.0006204474,0.0009830568,0.0004014284,0.0007756275,0.002463479],"category_scores_gemma":[0.006118189,0.0004293425,0.0003276999,0.001220295,0.0005685526,0.0007450091,0.0008616717,0.0006989807,0.0003548503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251774,"about_ca_system_score_gemma":0.0009673467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03113775,"about_ca_topic_score_gemma":0.03047903,"domain_scores_codex":[0.997437,0.0009034233,0.0004333848,0.0002645992,0.000627147,0.0003344101],"domain_scores_gemma":[0.9948179,0.001125912,0.002463507,0.0001578652,0.000602439,0.0008323384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003708387,0.00009675497,0.9941912,0.0002101074,0.00003352284,0.0004178448,0.001515848,0.00002386732,0.0001378862,0.00001418422,0.0008173645,0.002504254],"study_design_scores_gemma":[0.000008257872,0.0001887746,0.9974068,0.00008121914,0.000009892309,0.0004904908,0.001357127,0.0000462993,0.00001432175,0.000005285396,0.000388071,0.00000350227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963642,0.001123055,0.00004738886,0.000590955,0.00001670254,0.0001021695,0.000697328,0.000005227633,0.001052954],"genre_scores_gemma":[0.9986104,0.0006262121,0.00007372853,0.0003259981,0.0000115963,0.00004280885,0.0001933897,0.000001362905,0.0001145242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03113775,"threshold_uncertainty_score":0.06191307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794597439602588,"score_gpt":0.3657492615135178,"score_spread":0.3278032871174919,"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."}}