{"id":"W2145729797","doi":"10.12968/hosp.2002.63.1.1727","title":"Tophaceous podagra: ultrasound diagnosis","year":2002,"lang":"en","type":"article","venue":"Hospital Medicine","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Medical history; Physical examination; Past medical history; Surgery; Joint pain; Clinical history; Swelling; Ultrasound; Radiology; Pathology","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":["insufficient_payload"],"category_scores_codex":[0.0001898558,0.0003567173,0.0006981117,0.0001790812,0.0001086381,0.00001318553,0.0002069361,0.0001940665,0.007861186],"category_scores_gemma":[0.001614464,0.0002668704,0.0001365612,0.0005455352,0.0003424552,0.0001200773,0.0000542427,0.0004438116,0.001196209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490772,"about_ca_system_score_gemma":0.00002076768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001280904,"about_ca_topic_score_gemma":0.000002938521,"domain_scores_codex":[0.9975819,0.00003398631,0.0004824707,0.0005351779,0.0007824166,0.0005840724],"domain_scores_gemma":[0.9981426,0.0003553757,0.0001279436,0.0007393297,0.0001302411,0.0005045069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008044078,0.00208353,0.3383515,0.0003156897,0.0005696137,0.00286151,0.00626997,0.000002679513,0.004107804,0.0006166537,0.5916728,0.0530679],"study_design_scores_gemma":[0.0196848,0.01736897,0.4264282,0.001900914,0.002915285,0.004848252,0.00420545,0.0003661291,0.006428087,0.001046774,0.5127693,0.002037764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971776,0.0120223,0.00008641428,0.03157476,0.001540083,0.0008534931,0.00001031397,0.0003786143,0.05635647],"genre_scores_gemma":[0.9843827,0.002027522,0.0005706745,0.003196805,0.001794366,0.0001058411,0.00003413181,0.00006702837,0.007820929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08807677,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734286966495544,"score_gpt":0.2423780493866795,"score_spread":0.225035179721724,"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."}}