{"id":"W4294026392","doi":"10.3899/jrheum.220811","title":"From Canadian Living Guidelines to Global Living Guidelines: A Post Pandemic Effort","year":2022,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Discontinuation; Pandemic; Rheumatoid arthritis; Rheumatology; Family medicine; Internal medicine; Physical therapy; Disease; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003467009,0.0005558352,0.001581991,0.0003906951,0.0004408034,0.00004011453,0.002040023,0.001603712,0.007566259],"category_scores_gemma":[0.005937339,0.0003617904,0.0005085038,0.0003599316,0.0002905076,0.000065022,0.000583789,0.003553499,0.0001678495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004758963,"about_ca_system_score_gemma":0.001443893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1691632,"about_ca_topic_score_gemma":0.05178025,"domain_scores_codex":[0.9944297,0.001708127,0.002224277,0.0004066257,0.0001916491,0.001039627],"domain_scores_gemma":[0.9940828,0.002893785,0.001156449,0.0006782452,0.001037552,0.0001511378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008957169,0.00001583187,0.01870801,0.00002368532,0.0009490176,0.00009715396,0.0002606138,0.0000122016,0.0002147379,0.00001685803,0.9768687,0.002743602],"study_design_scores_gemma":[0.0002453523,0.0004170941,0.001249748,0.0008207981,0.0005820627,0.0145714,0.0006201657,0.000009547581,0.000009282491,0.000341061,0.9806956,0.0004378681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06320058,0.01547129,0.0005844989,0.910356,0.008894722,0.0003296419,0.0007421398,0.00004863996,0.0003724952],"genre_scores_gemma":[0.01628243,0.00250836,0.004088886,0.9737197,0.0009310637,0.00001166572,0.00009259964,0.00009540271,0.002269862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1173829,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447046280983015,"score_gpt":0.3288656533046769,"score_spread":0.2843951904948467,"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."}}