{"id":"W2122997556","doi":"10.1093/rheumatology/keq718","title":"Miscellaneous Rheumatic Diseases [73-83]: 73. Is There a Delay in Specialist Referral of Hot Swollen Joint?","year":2010,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Medicine; Rheumatology; Referral; Septic arthritis; Internal medicine; Arthritis; Orthopedic surgery; Gout; Emergency medicine; Surgery; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004879755,0.000474335,0.0005358237,0.001096004,0.001000511,0.0008397075,0.0007066456,0.001581177,0.02343087],"category_scores_gemma":[0.004498486,0.0001478527,0.0003408023,0.003102212,0.0006091606,0.0008790767,0.0006249967,0.0009661682,0.00623803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007036445,"about_ca_system_score_gemma":0.001262623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014512,"about_ca_topic_score_gemma":0.01275314,"domain_scores_codex":[0.9989933,0.000156445,0.0002037779,0.0001316623,0.0002449989,0.0002698293],"domain_scores_gemma":[0.9969065,0.0004453713,0.001690767,0.00007438508,0.0004818056,0.000401218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003558778,0.0002562189,0.5539562,0.00264915,0.00007584836,0.06617565,0.0008440263,0.0002057212,0.0009403509,0.001221174,0.2263944,0.1469255],"study_design_scores_gemma":[0.0000782173,0.0001488091,0.6927668,0.003628317,0.0001264834,0.1603083,0.00213379,0.0003988631,0.0003696231,0.0007864331,0.1391826,0.00007175495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.337811,0.1413213,0.002873118,0.1346002,0.01242239,0.00060527,0.01406204,0.0007295628,0.3555752],"genre_scores_gemma":[0.8826966,0.0376175,0.001736358,0.02977338,0.01259116,0.0001762944,0.004768459,0.000121975,0.03051832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02343087,"threshold_uncertainty_score":0.07838404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185627354513384,"score_gpt":0.2678969936764629,"score_spread":0.2493342582251244,"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."}}