{"id":"W2958397424","doi":"10.3899/jrheum.190495","title":"Primary Care Diagnosis of Gout Compared to a Primary Care Diagnostic Rule for Gout and to Classification Criteria","year":2019,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Versus Arthritis; Keele University; National Institute for Health and Care Research","keywords":"Medicine; Gout; Primary care; Observational study; Physical therapy; Cohort study; Arthritis; Cohort; Rheumatism; Prospective cohort study; Internal medicine; Intensive care medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004016992,0.0004195881,0.001059632,0.0008662773,0.001487901,0.001757511,0.001260255,0.01064997,0.005062152],"category_scores_gemma":[0.04571044,0.0004467201,0.0004606046,0.00107565,0.001214914,0.001566128,0.0005425994,0.008173387,0.002341491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810588,"about_ca_system_score_gemma":0.00122581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003505672,"about_ca_topic_score_gemma":0.005318763,"domain_scores_codex":[0.9962392,0.001757605,0.0006540244,0.0004238437,0.000605899,0.0003194258],"domain_scores_gemma":[0.970085,0.02081333,0.002225321,0.0004822123,0.004748016,0.001646218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003794379,0.00007802258,0.01662889,0.0002762474,0.00006821696,0.006420696,0.0004756123,0.00006892058,0.0001860806,0.0007464279,0.9557058,0.0189656],"study_design_scores_gemma":[0.001085786,0.0006991288,0.08764632,0.003065511,0.0004990552,0.06008232,0.004143023,0.004386753,0.001378092,0.008592163,0.8280833,0.0003386114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006384717,0.003178719,0.00009364179,0.9546579,0.03339383,0.00001542873,0.000167489,0.00002788357,0.002080466],"genre_scores_gemma":[0.1002592,0.005076422,0.0004298669,0.6945255,0.1935202,0.00006765036,0.0001886438,0.00005066063,0.005881849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01064997,"threshold_uncertainty_score":0.02124417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238513971453175,"score_gpt":0.283958680254988,"score_spread":0.2601072831096706,"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."}}