{"id":"W4283696882","doi":"10.1136/annrheumdis-2022-eular.4177","title":"POS1406 EVALUATING THE QUALITY OF CARE FOR HEART FAILURE HOSPITALIZATIONS IN INFLAMMATORY ARTHRITIS- A POPULATION-BASED COHORT STUDY","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Sinai Health System; Women's College Hospital; University of Toronto","funders":"Biogen; Pfizer; Eli Lilly and Company","keywords":"Medicine; Psoriatic arthritis; Cohort; Population; Internal medicine; Heart failure; Rheumatoid arthritis; Arthritis; Inflammatory arthritis; Ankylosing spondylitis; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004144667,0.0006513601,0.0006251366,0.001177412,0.0008155933,0.001558753,0.0008449072,0.00119373,0.005024701],"category_scores_gemma":[0.01021366,0.0006395141,0.002175367,0.002846418,0.0003607725,0.001089138,0.00144255,0.00167919,0.00140786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007302803,"about_ca_system_score_gemma":0.001478056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179267,"about_ca_topic_score_gemma":0.01139608,"domain_scores_codex":[0.9973918,0.001338149,0.0002843313,0.0003735755,0.0003193815,0.0002927708],"domain_scores_gemma":[0.9921046,0.00163301,0.002288789,0.001335218,0.000986688,0.001651541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003553715,0.0004688404,0.9910371,0.00003571661,0.0008575994,0.00006266237,0.00004449933,0.0001507854,0.00009992404,0.0000799637,0.001228314,0.002380865],"study_design_scores_gemma":[0.0006227707,0.001197508,0.996183,0.00002173152,0.0004779735,0.00008707964,0.0001599297,0.000436407,0.00006152224,0.00008938491,0.0006461137,0.0000165845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865369,0.0002252314,0.0002095199,0.0001746864,0.00005113659,0.00007854772,0.01176921,0.000008845202,0.0009459252],"genre_scores_gemma":[0.9835711,0.0002863429,0.0003678371,0.0001459551,0.0001051979,0.0001523692,0.0140523,0.00001277137,0.001306259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179267,"threshold_uncertainty_score":0.02344805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2306741962776622,"score_gpt":0.4598099206242526,"score_spread":0.2291357243465904,"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."}}