{"id":"W4379651163","doi":"10.1136/annrheumdis-2023-eular.3640","title":"AB1446 TREATMENT PATTERNS IN A POLYARTICULAR JUVENILE IDIOPATHIC ARTHRITIS POPULATION IN GERMANY; A RETROSPECTIVE OBSERVATIONAL HEALTH CLAIMS DATA STUDY","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NIH Clinical Center; Assistance publique-Hôpitaux de Paris; Università Cattolica del Sacro Cuore; Universidad Autónoma de Madrid; Institut National de la Santé et de la Recherche Médicale; Ospedale Pediatrico Bambino Gesù; University of Ottawa","keywords":"Medicine; Observational study; Diagnosis code; Retrospective cohort study; Population; Pediatrics; Arthritis; Polyarthritis; Physical therapy; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254105,0.0004157101,0.0005814154,0.002214687,0.0004442743,0.001271684,0.0004747934,0.0006613557,0.001309137],"category_scores_gemma":[0.001858384,0.0004568527,0.0007812175,0.003949301,0.0003971667,0.0007504312,0.0005993382,0.0005670829,0.000262553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000863691,"about_ca_system_score_gemma":0.0006828438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0215158,"about_ca_topic_score_gemma":0.01992618,"domain_scores_codex":[0.9987825,0.0002322663,0.0002296357,0.0003213273,0.0001996627,0.0002346479],"domain_scores_gemma":[0.9980822,0.0002373189,0.001194098,0.0001271756,0.00013484,0.0002244924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001137969,0.00006936678,0.9981076,0.00001659044,0.0001924007,0.0002053912,0.00006805865,0.000043962,0.00017118,0.00003072123,0.0001611539,0.0008199011],"study_design_scores_gemma":[0.000008613704,0.00003176428,0.9991898,0.000008413446,0.00007568838,0.0002130001,0.0001356722,0.0001666559,0.00002968999,0.00001366098,0.0001220735,0.000005008117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980433,0.000418592,0.00004878754,0.00004828256,0.000006128985,0.000005386521,0.001165982,0.000003437787,0.0002601016],"genre_scores_gemma":[0.9988154,0.0001535014,0.00004289968,0.00003835452,0.000008361948,0.000005019167,0.0008519358,0.000001843949,0.00008276064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0215158,"threshold_uncertainty_score":0.04278111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2987056414709523,"score_gpt":0.4862201817280783,"score_spread":0.187514540257126,"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."}}