{"id":"W3168476358","doi":"10.3389/fmed.2021.649505","title":"Urate Crystals; Beyond Joints","year":2021,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Gout; Hyperuricemia; Uric acid; Medicine; Deposition (geology); Soft tissue; Internal medicine; Pathology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189117,0.0009971233,0.007884431,0.001200123,0.00007257239,0.00001898844,0.0004861336,0.0009660693,0.00114496],"category_scores_gemma":[0.001503135,0.0007339664,0.0006097601,0.001882867,0.0004427502,0.00009499997,0.0002102561,0.002100534,0.0001220726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008760584,"about_ca_system_score_gemma":0.001015804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004609359,"about_ca_topic_score_gemma":0.000003057669,"domain_scores_codex":[0.994531,0.0003888159,0.001848145,0.001196756,0.001140275,0.0008949551],"domain_scores_gemma":[0.9969429,0.0001840212,0.000620463,0.001544854,0.0001675083,0.0005402544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001609197,0.000102366,0.0001732238,0.01445,0.0007285663,0.002535988,0.000238122,1.840175e-7,0.000001881228,0.00002235618,0.4138493,0.5678819],"study_design_scores_gemma":[0.001763214,0.0002149296,0.00002505529,0.0549436,0.004773844,0.001103907,0.0004977584,0.00001439963,0.000001305392,0.0000977898,0.936042,0.0005221757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005683434,0.9748607,0.000925292,0.0009823496,0.005067741,0.00153173,0.00003082245,0.0001140732,0.01648164],"genre_scores_gemma":[0.000003710998,0.9755631,0.00795648,0.001090842,0.001994382,0.0001575787,0.0009775215,0.0002093999,0.01204696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5673597,"threshold_uncertainty_score":0.9997681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952793333611845,"score_gpt":0.3344230818233798,"score_spread":0.2948951484872614,"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."}}