{"id":"W3176589522","doi":"10.3899/jrheum.191050","title":"Posttraumatic Chylous Knee Effusion","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Effusion; Chylothorax; Chyle; Chylous ascites; Surgery; Complication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000220625,0.00007554398,0.000339811,0.00004542804,0.00005646755,0.000005786141,0.00006615316,0.00004510618,0.0003173752],"category_scores_gemma":[0.000176263,0.00004030508,0.00009336162,0.00009648604,0.00005693643,0.00003026046,0.00002812786,0.00008640206,0.00005790026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002782056,"about_ca_system_score_gemma":0.0001779984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000410641,"about_ca_topic_score_gemma":0.00001218594,"domain_scores_codex":[0.9991927,0.00009713686,0.0003678599,0.00004746975,0.0001652301,0.0001296366],"domain_scores_gemma":[0.999208,0.0001714129,0.0002291413,0.0001752243,0.0001502727,0.00006588805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001903122,0.003113353,0.8715714,0.000539752,0.002995822,0.002343351,0.006811338,0.00005410387,0.002970826,0.004192521,0.01710424,0.08640016],"study_design_scores_gemma":[0.03609561,0.004957246,0.1691529,0.002184576,0.003045028,0.7414328,0.006780466,0.0008572448,0.004099911,0.01870717,0.01224664,0.0004404102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905949,0.002533745,0.0001933421,0.004277115,0.0003290545,0.00006502081,4.641207e-7,0.000005808987,0.002000513],"genre_scores_gemma":[0.9976206,0.001062003,0.0004746778,0.0003836382,0.000006246802,5.700566e-7,0.000001701928,0.000009112224,0.0004414009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7390895,"threshold_uncertainty_score":0.3475036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274750391530543,"score_gpt":0.2650518653720848,"score_spread":0.2523043614567794,"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."}}