{"id":"W4315606096","doi":"10.1159/000528968","title":"External Validation of the IHS4-55 in a European Antibiotic-Treated Hidradenitis Suppurativa Cohort","year":2023,"lang":"en","type":"article","venue":"Dermatology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Les Laboratories Pierre Fabre; InflaRx; LEO Pharma; Galderma; Incyte; Kiniksa Pharmaceuticals; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; Celltrion; Erasmus Universitair Medisch Centrum Rotterdam; Valeant Pharmaceuticals International; Pfizer","keywords":"Hidradenitis suppurativa; Medicine; Dermatology; Dermatologic agents; Cohort; Antibiotics; Cohort study; Internal medicine; Microbiology; Disease; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000009392287,0.0001426332,0.000339506,0.0002038547,0.00005866772,0.000009452018,0.000120061,0.00007816724,0.0001319718],"category_scores_gemma":[0.00008570655,0.0001005521,0.0000847529,0.0005767012,0.0001364429,0.00007987327,0.00006410551,0.0001499452,0.0005694812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003723471,"about_ca_system_score_gemma":0.00004800345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009528112,"about_ca_topic_score_gemma":0.00002656157,"domain_scores_codex":[0.99861,0.000359557,0.0003703204,0.0002136372,0.0001885073,0.0002580459],"domain_scores_gemma":[0.9994131,0.00008261479,0.000105037,0.000289932,0.00005052623,0.00005875514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003315782,0.0001096154,0.9519246,0.0000401403,0.00005424576,0.03579552,0.0004626921,4.114036e-7,0.01032425,0.000181131,0.0005656938,0.0005085391],"study_design_scores_gemma":[0.001686477,0.00004677547,0.8119094,0.0001457968,0.00007904402,0.08454763,0.0001161057,0.0001080238,0.1009676,0.00008807592,0.0002134204,0.00009168239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836467,0.00003561881,0.00001351757,0.008565375,0.0001479323,0.0004383288,0.00002149145,0.0000759244,0.007055142],"genre_scores_gemma":[0.999043,0.0000333333,0.00005166192,0.00001524824,0.00002526071,0.000007874961,0.0001227513,0.00002473608,0.000676134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400153,"threshold_uncertainty_score":0.7319718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618258691519077,"score_gpt":0.2708122668758483,"score_spread":0.2546296799606576,"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."}}