{"id":"W7112272815","doi":"","title":"Trends in Hospitalization for Tuberculosis and Other Opportunistic Infections in Australian Patients with Inflammatory Joint Diseases","year":2022,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Tuberculosis; Disease; Joint (building); Joint disease; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798389,0.0001072692,0.0002196648,0.0005709495,0.0003401117,0.00002369809,0.00005137665,0.00005628816,0.00007806957],"category_scores_gemma":[0.00001256002,0.0001099496,0.00005694288,0.0003575312,0.0002365358,0.0001384326,0.00009541455,0.0001982254,3.817228e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550131,"about_ca_system_score_gemma":0.00006839458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755505,"about_ca_topic_score_gemma":0.0001552123,"domain_scores_codex":[0.99886,0.0001325856,0.0001568344,0.0002845787,0.0003176363,0.0002483926],"domain_scores_gemma":[0.9994529,0.00003799815,0.00007396106,0.0001452828,0.0001217563,0.00016812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003201461,0.0006084493,0.9970731,0.000346197,0.00005885142,0.00005952692,0.0005222887,0.00003393682,0.0001670227,0.0001736002,0.0002415064,0.0003953482],"study_design_scores_gemma":[0.002277765,0.001246429,0.9935061,0.0001334457,0.00008938056,0.00001893456,0.001727912,0.000129573,0.00005429659,0.00002825726,0.0006654986,0.0001223932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987162,0.00002716911,0.000005531497,0.0002890579,0.00003194976,0.0006387093,0.0001603171,0.00001519861,0.0001158372],"genre_scores_gemma":[0.9974235,0.00001815604,0.00002443614,0.000009993301,0.0000182847,0.00002222462,0.00009545412,0.00001405822,0.002373855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003567012,"threshold_uncertainty_score":0.4483615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089974886541252,"score_gpt":0.2945830459175616,"score_spread":0.2536832970521491,"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."}}