{"id":"W4405402425","doi":"10.1002/msc.70026","title":"Persistent Inequality in Access to Rheumatology Care for Females After the COVID‐19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Triage; Coronavirus disease 2019 (COVID-19); Referral; Pandemic; Rheumatology; Demography; Young adult; Emergency medicine; Internal medicine; Pediatrics; Family medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006491907,0.0001152862,0.0002200199,0.0004533936,0.0004475229,0.0006863938,0.0003606547,0.0003879875,0.003154506],"category_scores_gemma":[0.004022877,0.0001158578,0.0002786381,0.0006489844,0.0003077571,0.0005413309,0.000835267,0.0008162845,0.0002976405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008688358,"about_ca_system_score_gemma":0.0006335896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03980685,"about_ca_topic_score_gemma":0.04188668,"domain_scores_codex":[0.9991421,0.0001558283,0.00004492169,0.0001728741,0.00009341972,0.0003909572],"domain_scores_gemma":[0.9975931,0.0003772025,0.001391969,0.00006914634,0.0001403366,0.0004282015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023443,0.00001859521,0.9962481,0.00001190132,0.00002129907,0.0001022254,0.0003649227,0.00007310494,0.000177433,0.0001043236,0.0004242813,0.002351368],"study_design_scores_gemma":[0.000002330608,0.00003522329,0.998904,0.00001410902,0.000003209073,0.00007931438,0.0006252605,0.0001071197,0.00001807092,0.00001818379,0.0001908742,0.000002327485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978388,0.0003319066,0.00004488531,0.000612915,0.00001303354,0.000003923947,0.0005880343,0.0000022225,0.0005642205],"genre_scores_gemma":[0.9994855,0.00008934942,0.0000154971,0.0000657963,0.00001634494,0.000003518319,0.0002259378,0.000001447158,0.00009667611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03980685,"threshold_uncertainty_score":0.07915026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06233731492059413,"score_gpt":0.3897035867299963,"score_spread":0.3273662718094022,"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."}}