{"id":"W2610927662","doi":"10.3899/jrheum.170142","title":"Benchmarking Care in Psoriatic Arthritis — The QUANTUM Report: A Report from the GRAPPA 2016 Annual Meeting","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Referral; Benchmarking; General partnership; Family medicine; Dermatology; Arthritis; Physical therapy; Internal medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.07241853,0.0004422663,0.0007475502,0.00167849,0.00211262,0.00487869,0.001470091,0.001709061,0.001421796],"category_scores_gemma":[0.09900523,0.0004654153,0.0008092526,0.00525323,0.001582672,0.004023101,0.008820296,0.00303554,0.0002550996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008892352,"about_ca_system_score_gemma":0.02912799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05284733,"about_ca_topic_score_gemma":0.07606731,"domain_scores_codex":[0.936933,0.036142,0.006815753,0.001284015,0.01501713,0.003808113],"domain_scores_gemma":[0.9320933,0.02004997,0.01084054,0.003915022,0.02207927,0.01102191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005482819,0.000734299,0.238488,0.003731155,0.0006655348,0.0003214873,0.02931485,0.004173789,0.001608735,0.02208089,0.2592469,0.4390862],"study_design_scores_gemma":[0.0003237492,0.001296493,0.637243,0.005853991,0.0002649732,0.0003724682,0.04858661,0.006071279,0.002012173,0.01101071,0.2865831,0.0003813857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3615497,0.03335814,0.0137971,0.540283,0.005324563,0.001317863,0.006281759,0.000489895,0.03759803],"genre_scores_gemma":[0.9467743,0.01069532,0.01852743,0.01523938,0.0009377419,0.001101951,0.003944949,0.0001925086,0.002586264],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07241853,"threshold_uncertainty_score":0.3829904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267011215891643,"score_gpt":0.2778220869770666,"score_spread":0.2651519748181502,"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."}}