{"id":"W4312100892","doi":"10.1007/s00256-022-04260-w","title":"Assessing tophaceous spinal gout treatment response using dual-energy CT as a point-of-care imaging modality: case report","year":2022,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Gout; Lumbar; Facet joint; Radiology; Tophus; Surgery; Uric acid; Internal medicine; Hyperuricemia","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"],"consensus_categories":[],"category_scores_codex":[0.0008002872,0.0003761518,0.0009103672,0.0003700788,0.0004105555,0.00002568866,0.0001195773,0.00008204811,0.0002615718],"category_scores_gemma":[0.0005531374,0.0003588442,0.0003583763,0.0004026394,0.0002698284,0.0001617935,0.0002490221,0.0003890783,0.000005846702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656654,"about_ca_system_score_gemma":0.001111026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931051,"about_ca_topic_score_gemma":0.0000102261,"domain_scores_codex":[0.9964806,0.000929321,0.0007802531,0.0007821179,0.0003900582,0.0006376316],"domain_scores_gemma":[0.9980668,0.0002521728,0.0004448741,0.0008832258,0.0001214507,0.0002314725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002476873,0.0003588027,0.00555136,0.00009711547,0.0004410186,0.8999456,0.00128346,0.000577642,0.05633918,0.0001857913,0.00007174945,0.03267138],"study_design_scores_gemma":[0.002357165,0.002695993,0.00185855,0.00004164836,0.0006197893,0.974435,0.006602051,0.002037716,0.002503664,0.0001499821,0.006362676,0.0003357066],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921696,0.002848315,0.0006268763,0.001261158,0.0006577884,0.0003612176,0.0000231228,0.0001151688,0.001936816],"genre_scores_gemma":[0.9962798,0.00001877985,0.002321916,0.0003886067,0.0002928786,0.00007157752,0.00009358796,0.00007187262,0.0004609872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07448943,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542589261046869,"score_gpt":0.3423098625690478,"score_spread":0.3168839699585791,"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."}}