{"id":"W4324385672","doi":"10.3899/jrheum.221213","title":"Biological Sex Inequality in Rheumatology Wait Times During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Triage; Coronavirus disease 2019 (COVID-19); Pandemic; Referral; Rheumatology; Internal medicine; Emergency medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemiology; Young adult; Pediatrics; Disease; Family medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009080764,0.0001338403,0.0001980278,0.0005104005,0.0003084842,0.0007067868,0.0002605832,0.0002975122,0.003709624],"category_scores_gemma":[0.006987095,0.0001510255,0.0003823892,0.0005553851,0.0002524713,0.0004960445,0.0005740432,0.0006507244,0.0002978224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722603,"about_ca_system_score_gemma":0.0005042463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023201,"about_ca_topic_score_gemma":0.01407563,"domain_scores_codex":[0.999059,0.0002511653,0.000089962,0.000174797,0.0001183584,0.0003067125],"domain_scores_gemma":[0.995043,0.001146367,0.002886982,0.0001113529,0.0001689725,0.0006432898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001725934,0.00002640069,0.9965478,0.00001552923,0.00004049568,0.0000685151,0.0002466589,0.0001041159,0.0001080395,0.00008060304,0.000214909,0.002374509],"study_design_scores_gemma":[0.000004518078,0.00006948258,0.9987437,0.00001628704,0.000009278358,0.0001022902,0.0005359112,0.0002736467,0.00003324039,0.00004529142,0.0001624549,0.000004060149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981285,0.0005469691,0.00007809156,0.0002791775,0.00001963265,0.000003900309,0.000369413,0.000002493885,0.0005718531],"genre_scores_gemma":[0.9996378,0.00008485708,0.00002152454,0.000032541,0.00001354634,0.000003065605,0.0001291075,0.000001574033,0.0000759468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023201,"threshold_uncertainty_score":0.02034491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06407139764654946,"score_gpt":0.3468621711718107,"score_spread":0.2827907735252612,"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."}}