{"id":"W7073787533","doi":"","title":"External Validation of the IHS4-55 in a European Antibiotic-Treated Hidradenitis Suppurativa Cohort","year":2023,"lang":"en","type":"article","venue":"EUR Research Repository (Erasmus University Rotterdam)","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Cohort; Cohort study; MEDLINE; Quality of life (healthcare)","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":[0.0004369732,0.0001163484,0.0001573563,0.0002731677,0.0006168219,0.0001140641,0.0008096953,0.00005003014,0.00007811991],"category_scores_gemma":[0.00006718829,0.00009585726,0.00007212068,0.001078909,0.00035123,0.0002729943,0.0005397868,0.0002921173,0.0004229546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757223,"about_ca_system_score_gemma":0.0000916757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653264,"about_ca_topic_score_gemma":0.00005224852,"domain_scores_codex":[0.996923,0.001398666,0.0002457741,0.0003839668,0.0006494366,0.0003991862],"domain_scores_gemma":[0.9989169,0.0001234408,0.0001025041,0.0005477615,0.0002181913,0.00009120454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005930234,0.000073863,0.08808371,0.00002670013,0.000007371892,0.0006419339,0.0005301302,0.00005785047,0.9085266,0.0002335369,0.001619776,0.0001392099],"study_design_scores_gemma":[0.0006230816,0.00006029391,0.3014981,0.0001291002,0.00001096446,0.0001133011,0.0006677159,0.0003247732,0.6937245,0.00003619501,0.002673242,0.0001387025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858884,0.00000973111,0.00002096897,0.001253122,0.0001382258,0.0005395859,0.00002301843,0.00008244991,0.01204446],"genre_scores_gemma":[0.9916757,0.00001786357,0.00004854276,0.000004997206,0.00006515856,0.000002270188,0.000009216368,0.0000171821,0.008159028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2148021,"threshold_uncertainty_score":0.5436367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640370664395234,"score_gpt":0.2686573109807823,"score_spread":0.23225360433683,"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."}}