{"id":"W7054754725","doi":"","title":"The Association Between TNF Inhibitor Therapy Availability and Hospital Admission Rates for Patients with Ankylosing Spondylitis. A Longitudinal Population-Based Study","year":2022,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Hospital admission; Longitudinal study; Ankylosing spondylitis; TNF inhibitor; Tumor necrosis factor alpha; Longitudinal data","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":[0.0007745819,0.0002152739,0.0003513681,0.0006162652,0.0004673733,0.0008179246,0.0004605756,0.000812801,0.001506801],"category_scores_gemma":[0.002725059,0.000455365,0.0006829264,0.001288222,0.0002119478,0.000682048,0.0003730479,0.00126671,0.0002783928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916338,"about_ca_system_score_gemma":0.0004473683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01879699,"about_ca_topic_score_gemma":0.01664632,"domain_scores_codex":[0.9992197,0.0002093436,0.0001347372,0.0001578958,0.0001265922,0.0001516928],"domain_scores_gemma":[0.9972911,0.0004042784,0.001435389,0.0001910925,0.0002664952,0.0004114565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152924,0.000044592,0.99926,0.000005195215,0.00007301474,0.00002969454,0.0000254079,0.00001731344,0.00007747823,0.000005935974,0.00007063656,0.0002378289],"study_design_scores_gemma":[0.000009269081,0.0000833024,0.9995193,0.000003264585,0.00003328042,0.00009313451,0.00009065798,0.00009028956,0.00001338607,0.000007198027,0.00005361942,0.000003283156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983584,0.0003142416,0.00003801067,0.00006595844,0.000009588338,0.000005165668,0.0008829204,0.000003620733,0.000322069],"genre_scores_gemma":[0.9992234,0.0000920884,0.00002666597,0.00003417998,0.000009271135,0.000006479583,0.0004879932,0.00000127336,0.0001186292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01879699,"threshold_uncertainty_score":0.03737515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328361989149051,"score_gpt":0.3058756557090702,"score_spread":0.2725920358175796,"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."}}