{"id":"W4399702624","doi":"10.3899/jrheum.2024-0212","title":"I Don’t Think This Is Gout…","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarcoidosis; Medicine; Proximal phalanx; Gout; Dermatology; Phalanx; Radiological weapon; Erythema; Natural history; Surgery; Internal 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":[0.001983296,0.0008237416,0.00125475,0.001160657,0.003686385,0.003326717,0.0009411132,0.006619653,0.02381439],"category_scores_gemma":[0.01418441,0.0004321882,0.001342701,0.0005175753,0.004439458,0.006600687,0.001149873,0.01468856,0.009471289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582341,"about_ca_system_score_gemma":0.001716383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00656033,"about_ca_topic_score_gemma":0.006723986,"domain_scores_codex":[0.9980187,0.0005007369,0.000153088,0.000279898,0.0006934681,0.0003540224],"domain_scores_gemma":[0.9944919,0.001130795,0.000601527,0.0002035893,0.002178176,0.001394027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0003716338,0.0003439722,0.02298178,0.001129837,0.0003513857,0.01508867,0.00536294,0.0001614749,0.002196418,0.01226533,0.8391652,0.1005814],"study_design_scores_gemma":[0.0001998023,0.0004653195,0.008989023,0.006005626,0.0003282574,0.09146287,0.01587269,0.0003320698,0.000675259,0.02786039,0.8474135,0.0003952014],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01330745,0.05630581,0.001700924,0.8329531,0.05089166,0.00009003311,0.0002236568,0.0003247972,0.04420263],"genre_scores_gemma":[0.1105361,0.03832526,0.002917123,0.7629372,0.02626008,0.0000828335,0.0002240806,0.0001792062,0.058538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02381439,"threshold_uncertainty_score":0.07966703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281098155090891,"score_gpt":0.3104638098382596,"score_spread":0.2876528282873507,"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."}}