{"id":"W3091305027","doi":"10.1007/s10067-020-05421-9","title":"Shared decision-making in gout treatment: a national study of rheumatology provider opinion and practice","year":2020,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Rheumatology; Gout; Internal medicine; Febuxostat; Allopurinol; Physical therapy; Veterans Affairs; Family medicine; Hyperuricemia; Uric acid","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":[0.01074082,0.000129103,0.0004525893,0.0008263722,0.002269333,0.002700354,0.0009957744,0.001546712,0.002493643],"category_scores_gemma":[0.05463019,0.000555997,0.0006081707,0.001261504,0.001239912,0.002547442,0.002235695,0.002309982,0.0002452193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532755,"about_ca_system_score_gemma":0.004108544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03377479,"about_ca_topic_score_gemma":0.04350116,"domain_scores_codex":[0.9845569,0.01041024,0.001255154,0.0007863353,0.001804644,0.001186734],"domain_scores_gemma":[0.9328306,0.03946867,0.01773449,0.002259095,0.004067298,0.003639752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002114107,0.0005311358,0.9639248,0.00003712038,0.0001353535,0.0001477655,0.02979798,0.00006663228,0.00007347839,0.0002182595,0.0004585594,0.004397376],"study_design_scores_gemma":[0.00003535599,0.0001663041,0.9507705,0.00007474063,0.00004775387,0.0002556433,0.04691228,0.0005556202,0.00003342646,0.0002046483,0.0009153292,0.00002844962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981862,0.0001114321,0.00004504106,0.0005309666,0.000007600489,0.00001555592,0.00005011565,7.692292e-7,0.001052305],"genre_scores_gemma":[0.9995033,0.00005614345,0.00007027709,0.0001967454,0.00000666806,0.00001327942,0.00004171662,0.000001949115,0.0001099703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03377479,"threshold_uncertainty_score":0.06715637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4157023992787358,"score_gpt":0.5630068859766869,"score_spread":0.1473044866979511,"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."}}