{"id":"W2231427781","doi":"10.3899/jrheum.150607","title":"Barriers to Care in Gout: From Prescriber to Patient","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gout; Intensive care medicine; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003898922,0.0001318007,0.0004965477,0.0001938884,0.00003188388,0.000006502952,0.000266885,0.00009944096,0.0001277469],"category_scores_gemma":[0.001501322,0.00008326593,0.0000619259,0.0002218253,0.00004336933,0.00005374329,0.00011926,0.0003780131,0.0001360048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325349,"about_ca_system_score_gemma":0.0004157057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192923,"about_ca_topic_score_gemma":0.0002754264,"domain_scores_codex":[0.9984994,0.0002077391,0.0005448968,0.0001151747,0.0003576404,0.0002751705],"domain_scores_gemma":[0.9983323,0.00015378,0.0001837012,0.0003353906,0.0002614103,0.0007333872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003134231,0.00006996718,0.7823738,0.00002757484,0.0002212653,0.0002086111,0.1433153,0.0009408664,0.0008085388,0.00004326284,0.06374621,0.00511031],"study_design_scores_gemma":[0.02701925,0.01734312,0.1727336,0.003025368,0.001672193,0.03748303,0.3252404,0.0003010155,0.009834217,0.002007933,0.4017923,0.001547657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898443,0.001165507,0.0001496439,0.007106422,0.0006962738,0.0002771029,0.000006794443,0.000009718686,0.0007442859],"genre_scores_gemma":[0.9963287,0.00003600043,0.001440607,0.002097964,0.00002423862,0.000004495193,0.000001451985,0.0000196773,0.00004684235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6096403,"threshold_uncertainty_score":0.3395486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400402560670324,"score_gpt":0.258575907543999,"score_spread":0.2445718819372958,"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."}}