{"id":"W4213139244","doi":"10.3899/jrheum.210950","title":"Why Do Patients With Gout Not Take Allopurinol?","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Auckland","keywords":"Allopurinol; Medicine; Gout; Cognitive reframing; Psychological intervention; Rheumatology; Physical therapy; Family medicine; Internal medicine; Hyperuricemia; Quality of Life Research; Intensive care medicine; Public health; Uric acid; Psychiatry; Nursing; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187333,0.0001677404,0.0004531285,0.0004054912,0.0009939224,0.001369562,0.0003103074,0.001262651,0.002869949],"category_scores_gemma":[0.01274479,0.0001725199,0.0004363352,0.000761316,0.0006533739,0.0009218736,0.0005217405,0.001020444,0.0004947426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004802952,"about_ca_system_score_gemma":0.001096161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540202,"about_ca_topic_score_gemma":0.005977221,"domain_scores_codex":[0.9978564,0.0006638783,0.0002399353,0.0001933452,0.0007668613,0.0002794519],"domain_scores_gemma":[0.994081,0.001485843,0.003085136,0.0001322143,0.0005505604,0.0006652132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00018163,0.0002088263,0.9163344,0.0003238127,0.0001878258,0.0007324325,0.002677003,0.00007452402,0.0003614787,0.0002684327,0.004541464,0.07410812],"study_design_scores_gemma":[0.00009458212,0.0004879075,0.9522737,0.0008257349,0.0002997878,0.006713014,0.01957639,0.0003950615,0.0003640998,0.001358498,0.01754922,0.00006190147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532226,0.01027778,0.0005059151,0.02780312,0.0004502805,0.00006210853,0.0002621353,0.00003628556,0.007379679],"genre_scores_gemma":[0.9889717,0.002349123,0.0004402823,0.007089686,0.0002732232,0.00002245535,0.0001034634,0.000008117298,0.0007418938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002869949,"threshold_uncertainty_score":0.009600997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00921047500228183,"score_gpt":0.220100292212947,"score_spread":0.2108898172106652,"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."}}