{"id":"W3133296868","doi":"10.17269/s41997-021-00476-w","title":"Higher mortality rates associated with rheumatoid arthritis in Saskatchewan, Canada, 2001–2019","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Quality Council; University of Saskatchewan; Royal University Hospital","funders":"Royal University Hospital Foundation","keywords":"Medicine; Demography; Population; Mortality rate; Cohort; Diagnosis code; Rheumatoid arthritis; Epidemiology; Standardized mortality ratio; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007066426,0.0005687707,0.0005779507,0.002467517,0.002209829,0.001783835,0.002056724,0.00104292,0.004204607],"category_scores_gemma":[0.002377024,0.0005301289,0.001466841,0.006505687,0.0006296071,0.0005167279,0.00127863,0.001782513,0.0005730204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03751379,"about_ca_system_score_gemma":0.06800328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972088,"about_ca_topic_score_gemma":0.9985958,"domain_scores_codex":[0.9985237,0.0001144673,0.0001885113,0.0001787941,0.0003969811,0.0005975751],"domain_scores_gemma":[0.9962537,0.000133099,0.0006143471,0.0001034137,0.001991753,0.0009035735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940164,0.00004365795,0.9804529,0.0001337436,0.0003431836,0.0002605734,0.0003453261,0.000480028,0.0003044358,0.0003036821,0.01040777,0.006730595],"study_design_scores_gemma":[0.00002115382,0.0000133032,0.9958441,0.00007959255,0.0000786157,0.00009982676,0.000968366,0.0003865621,0.00007303398,0.00004365919,0.002371032,0.00002070865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942806,0.005600028,0.000531288,0.005834559,0.0003836828,0.0001470866,0.07707662,0.0001322806,0.0160139],"genre_scores_gemma":[0.975279,0.00259151,0.0004328826,0.0008650773,0.00007056543,0.00006486295,0.01346144,0.00002907625,0.007205634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03751379,"threshold_uncertainty_score":0.2721829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371966650184378,"score_gpt":0.2892340635185977,"score_spread":0.2520373985001599,"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."}}