{"id":"W4366742400","doi":"10.1186/s12969-023-00818-7","title":"Evaluating key performance indicators of the process of care in juvenile idiopathic arthritis","year":2023,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; Vancouver Hospital and Health Sciences Centre; Alberta Health Services; Alberta Children's Hospital; Alberta Health; University of Calgary","funders":"Genome Alberta; Hospital for Sick Children; ZonMw; Arthritis Society; Canadian Institutes of Health Research; Genome Canada; Ontario Genomics; University of Calgary; Alberta Health Services","keywords":"Medicine; Performance indicator; Cohort; Documentation; Referral; Rheumatology; Arthritis; Retrospective cohort study; Disease; Physical therapy; Internal medicine; Family medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02556591,0.0005684217,0.0006948426,0.005050336,0.0005184764,0.001923564,0.0006404503,0.0005150724,0.0007501474],"category_scores_gemma":[0.1077568,0.000216813,0.001123682,0.006228176,0.0005651994,0.002309975,0.001592494,0.0008178693,0.0001595018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129289,"about_ca_system_score_gemma":0.003939643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006936371,"about_ca_topic_score_gemma":0.007017,"domain_scores_codex":[0.9777502,0.008239168,0.005563041,0.001084473,0.006424799,0.0009382217],"domain_scores_gemma":[0.8451222,0.04523507,0.08737684,0.002747637,0.01684109,0.002677249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001823367,0.00006761834,0.9885061,0.0001915964,0.0001085628,0.00001728208,0.0002499633,0.0004779284,0.00006563489,0.00008708023,0.0002357491,0.009810144],"study_design_scores_gemma":[0.0000285882,0.0006717045,0.9922902,0.0002333685,0.0001001875,0.0001102493,0.0007386816,0.00375291,0.000545064,0.0001731152,0.001333753,0.00002220133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861579,0.002940191,0.00441341,0.0005250234,0.00005507119,0.0003541286,0.003450773,0.00005708613,0.002046419],"genre_scores_gemma":[0.9938142,0.0004624288,0.003445239,0.00003835699,0.00003441211,0.0001659895,0.001913086,0.000007227597,0.0001190854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02556591,"threshold_uncertainty_score":0.1352071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624323128895565,"score_gpt":0.3192881217486903,"score_spread":0.3030448904597346,"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."}}