{"id":"W4390839319","doi":"10.1007/s40744-023-00629-y","title":"Impact of the COVID-19 Pandemic on People Living with Rheumatoid Arthritis: Experiences and Preferences in Accessing Healthcare Across Five Countries","year":2024,"lang":"en","type":"article","venue":"Rheumatology and Therapy","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; McMaster University","funders":"Pfizer","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Rheumatoid arthritis; Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Economic growth; Immunology; Economics; Disease; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004400632,0.000202048,0.0005087775,0.0001230916,0.0003180827,0.0001146443,0.000115726,0.0001234732,0.00008000465],"category_scores_gemma":[0.000153227,0.0001104981,0.00005974543,0.0002644907,0.0008522457,0.000205869,0.00004953847,0.0003253193,0.000001296622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004321711,"about_ca_system_score_gemma":0.0005869973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921169,"about_ca_topic_score_gemma":0.003665663,"domain_scores_codex":[0.9985007,0.0002333814,0.0003054535,0.0003475718,0.0002258091,0.0003871028],"domain_scores_gemma":[0.998644,0.0008737548,0.0000838929,0.0001851137,0.00004779112,0.0001654455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000555712,0.00004584625,0.8972781,0.0001518436,0.000104685,0.00001295742,0.08178263,0.000003131737,0.00003351586,0.0006611648,0.00002794167,0.01934253],"study_design_scores_gemma":[0.004045668,0.00231094,0.9401739,0.007275509,0.00000141273,0.003883197,0.03909657,0.000210845,0.0001149196,0.001924082,0.0006501802,0.0003127741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8689145,0.1294993,0.000009539533,0.001089595,0.00006792975,0.000332698,0.00001773653,0.00005134197,0.00001732437],"genre_scores_gemma":[0.6716121,0.3281745,0.00000874985,0.0001111459,0.000003562418,0.00006973356,0.000002001457,0.00001097968,0.000007212955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986752,"threshold_uncertainty_score":0.4505983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963927895166147,"score_gpt":0.3618202045383068,"score_spread":0.3321809255866454,"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."}}