{"id":"W2926419855","doi":"10.3899/jrheum.180989","title":"The Validity of Gout Diagnosis in Primary Care: Results from a Patient Survey","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gout; Medicine; Primary care; Physical therapy; Internal 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":[0.003252244,0.0001458273,0.0004452025,0.0006523861,0.0005143316,0.0008127294,0.0002820714,0.0007022046,0.001185953],"category_scores_gemma":[0.01832787,0.0002211229,0.0003495804,0.0008520506,0.0005235069,0.0004932423,0.0007274779,0.0005217367,0.000282949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005466226,"about_ca_system_score_gemma":0.0005507216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00630714,"about_ca_topic_score_gemma":0.005604886,"domain_scores_codex":[0.9960051,0.001984293,0.0003877256,0.0003552039,0.000979731,0.0002877705],"domain_scores_gemma":[0.9906362,0.004063841,0.002889008,0.0004512314,0.001398865,0.0005608691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003378795,0.00004808275,0.9987609,0.00001161678,0.00002174136,0.00002612723,0.0001442507,0.00001347626,0.00003258199,0.000004059225,0.00009142045,0.0008119151],"study_design_scores_gemma":[0.00001088127,0.0001559792,0.9992059,0.00001044995,0.00001352273,0.000125092,0.000231424,0.0001027765,0.00002403277,0.000007720809,0.000110316,0.000001940452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985678,0.0001751829,0.0000627908,0.0001569979,0.000005633243,0.00003678633,0.0003723139,0.000002966354,0.000619553],"genre_scores_gemma":[0.9995849,0.00005258722,0.00005893102,0.00006501687,0.000007027562,0.00001458787,0.0001838176,6.716458e-7,0.00003254139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00630714,"threshold_uncertainty_score":0.0171997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159262304969525,"score_gpt":0.2505162658912883,"score_spread":0.2289236428415931,"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."}}