{"id":"W2968812688","doi":"10.1186/s12913-019-4379-4","title":"Testing population-based performance measures identifies gaps in juvenile idiopathic arthritis (JIA) care","year":2019,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Rheumatology Association; Alberta Children's Hospital; George & Fay Yee Centre for Healthcare Innovation; University of British Columbia; University of Manitoba; Research Canada; University of Calgary","funders":"University of British Columbia; Arthritis Society","keywords":"Medicine; Nursing research; Juvenile; Health informatics; Health administration; Arthritis; Public health; Internal medicine; Nursing; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.02093788,0.0005921671,0.0006050149,0.001636641,0.0006629015,0.001449578,0.001541376,0.0008749052,0.0009305745],"category_scores_gemma":[0.06580057,0.0002961118,0.001020343,0.002650352,0.0006856805,0.001252776,0.001814353,0.000954488,0.0002166244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279088,"about_ca_system_score_gemma":0.003237742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04101943,"about_ca_topic_score_gemma":0.02770905,"domain_scores_codex":[0.9803267,0.01082158,0.001639464,0.002073948,0.003574009,0.001564289],"domain_scores_gemma":[0.9384688,0.02905978,0.02185003,0.003333237,0.004737698,0.002550544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005437908,0.00004370432,0.9975763,0.00001235361,0.00008506679,0.000009183114,0.0001253653,0.0003466155,0.00001023996,0.00006171778,0.0001964489,0.001478616],"study_design_scores_gemma":[0.00001238544,0.0002196106,0.9949889,0.00002909483,0.0000452556,0.00003327808,0.000335321,0.003742935,0.00007228534,0.0001706346,0.0003442511,0.000006214002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946942,0.0003107893,0.001455896,0.0003272411,0.00002413819,0.00005150522,0.001643038,0.00002586631,0.001467413],"genre_scores_gemma":[0.9986222,0.00003824728,0.0004089115,0.00004600533,0.00001076257,0.0000447348,0.0007738228,0.000004277656,0.00005119038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04101943,"threshold_uncertainty_score":0.1107314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120227692976322,"score_gpt":0.3739025912731295,"score_spread":0.3227003143433663,"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."}}