{"id":"W2974441391","doi":"","title":"Rheum4U: Development and testing of a web-based tool for improving the quality of care for patients with rheumatoid arthritis.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Medicine; Usability; Health care; Rheumatoid arthritis; Web application; Physical therapy; Family medicine; Internal medicine; World Wide Web","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":[0.02678565,0.00101506,0.0006950943,0.001480573,0.0004537528,0.001431266,0.001617833,0.0009462143,0.003604081],"category_scores_gemma":[0.0332097,0.0005648545,0.001240335,0.000687157,0.000555093,0.001460783,0.001881272,0.0007462985,0.00104663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918217,"about_ca_system_score_gemma":0.002275704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390866,"about_ca_topic_score_gemma":0.00152648,"domain_scores_codex":[0.9829251,0.01272733,0.001380325,0.0006859615,0.001818476,0.0004628545],"domain_scores_gemma":[0.9522026,0.03712536,0.002936311,0.001797954,0.004187628,0.001750102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005143978,0.008268765,0.08797397,0.003874125,0.0006077291,0.001080645,0.007288574,0.003202031,0.0153506,0.0007001159,0.01473561,0.8517739],"study_design_scores_gemma":[0.01100637,0.07384761,0.6601813,0.005345893,0.002024074,0.006569931,0.01016618,0.08633031,0.05490696,0.00191766,0.08677366,0.0009300299],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256719,0.001464784,0.04633898,0.001426458,0.0001911545,0.009466976,0.002567751,0.008379175,0.004492871],"genre_scores_gemma":[0.6558274,0.0008084577,0.3282721,0.0008569575,0.0001204353,0.007018114,0.003747732,0.0004864823,0.00286234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02678565,"threshold_uncertainty_score":0.1416577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958145406549906,"score_gpt":0.2452646189996438,"score_spread":0.2256831649341448,"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."}}