{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01467994,0.000496074,0.0007427885,0.0007186531,0.0004994677,0.001135303,0.001057227,0.0008505101,0.002427527],"category_scores_gemma":[0.02537779,0.000255879,0.001036665,0.000887533,0.0007557484,0.0005345069,0.001796342,0.0006450987,0.0007775898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003703134,"about_ca_system_score_gemma":0.0007710654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009881327,"about_ca_topic_score_gemma":0.0008860797,"domain_scores_codex":[0.9920974,0.003745705,0.001019949,0.001787427,0.001013229,0.0003364097],"domain_scores_gemma":[0.9745439,0.006937829,0.006330891,0.008023571,0.003025784,0.001138013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005562896,0.0003360301,0.9786741,0.0002934452,0.001111918,0.0002522088,0.0004368785,0.0007461248,0.001880469,0.0003027839,0.002501954,0.007901141],"study_design_scores_gemma":[0.0005632011,0.001401475,0.9872185,0.0001322866,0.0004550701,0.0007927814,0.0002418075,0.001242177,0.001100125,0.0002228489,0.006602799,0.00002701802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869486,0.0004912019,0.002123443,0.0001327169,0.00004195754,0.0002775234,0.00879789,0.00002561071,0.001160974],"genre_scores_gemma":[0.9746907,0.0001533208,0.001545149,0.0002606729,0.00006750177,0.0004615247,0.02243096,0.00003806183,0.0003520186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01467994,"threshold_uncertainty_score":0.07763588,"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."}}